Ultra low power bioelectronics: Fundamentals, biomedical applications, and Bio-Inspired systems

Ultra Low Power Bioelectronics: Fundamentals, Biomedical Applications, and Bio-Inspired Systems

Volumn 9780521857277, Issue , 2010, Pages 1-890

  Sarpeshkar, Rahul ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGY; COCHLEAR IMPLANTS; DIGITAL CIRCUITS; ELECTRIC BATTERIES; ENERGY EFFICIENCY; ENERGY HARVESTING; MEDICAL APPLICATIONS; MEDICAL PROBLEMS;

BIOMEDICAL APPLICATIONS; ELECTRONICS APPLICATIONS; FUNDAMENTAL PRINCIPLES; LOW POWER ARCHITECTURE; SYSTEM-LEVEL ANALYSIS; TRANSISTOR OPERATION; ULTRA LOW-POWER CIRCUITS; ULTRA-LOW-POWER ELECTRONICS;

LOW POWER ELECTRONICS;

EID: 84924702853     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1017/CBO9780511841446     Document Type: Book

References (360)

1. Advanced Energy Group. Solar Insolation for US Major Cities. Available from: http://www.solar4power.com/solar-power-insolation-window.html. Affymetrix. Available from: http://www.affymetrix.com/index.affx.
2. L. C. Aiello. Brains and guts in human evolution: The expensive tissue hypothesis. Brazilian Journal of Genetics, 20 (1997).
3. J. Aizenberg. Crystallization in Patterns: A Bio-Inspired Approach. Advanced Materials, 16 (2004), 1295-1302.
4. E. V. Aksenov, Y. M. Ljashenko, A. V. Plotnikov, D. A. Prilutskiy, S. V. Selishchev and E. V. Vetvetskiy. Biomedical data acquisition systems based on sigma-delta analogueto-digital converters. Proceedings of the 23rd Annual International IEEE Engineering in Medicine and Biology Conference (EMBS), Istanbul, Turkey, 3336-3337, 2001.
5. R. McNeill Alexander. Principles of Animal Locomotion (Woodstock, Oxfordshire, UK: Princeton University Press, 2003).
6. John Morgan Allman. Evolving Brains (New York: Scientifc American Library: Distributed by W. H. Freeman and Co., 1999).
7. Uri Alon. An Introduction to Systems Biology: Design Principles of Biological Circuits (Boca Raton, FL: Chapman & Hall/CRC, 2007).
8. J. Ammer, M. Bolotski, P. Alvelda and T. F. Knight, Jr. A 160-120 pixel liquid-crystal-onsilicon microdisplay with an adiabatic DACM. Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, 212-213, 1999.
9. H. Andersson and A. Van den Berg. Microfluidic devices for cellomics: a review. Sensors and Actuators: B. Chemical, 92 (2003), 315-325.
10. A. G. Andreou, K. A. Boahen, P. O. Pouliquen, A. Pavasovic, R. E. Jenkins and K. Strohbehn. Current-mode subthreshold MOS circuits for analog VLSI neural systems. IEEE Transactions on Neural Networks, 2 (1991), 205-213.
11. A. Q. Ansari and D. J. F. Bowling. Measurement of the Trans-Root Electrical Potential of Plants Grown in Soil. New Phytologist, 71 (1972), 111-117.
12. J. F. Apgar, J. E. Toettcher, D. Endy, F. M. White and B. Tidor. Stimulus design for model selection and validation in cell signaling. Public Library of Science Computational Biology, 4 (2008), e30.
13. S. K. Arfin, M. A. Long, M. S. Fee and R. Sarpeshkar. Wireless Neural Stimulation in Freely Behaving Small Animals. Journal of Neurophysiology, (2009), 598-605.
14. W. C. Athas, L. J. Svensson, J. G. Koller, N. Tzartzanis and E. Y.-C. Chou. Low-power digital systems based on adiabatic-switching principles. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2 (1994), 398-407.
15. W. C. Athas, L. J. Svensson and N. Tzartzanis. A resonant signal driver for two-phase, almost-non-overlapping clocks. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS) Atlanta, GA, 129-132 1996.
16. W. Athas, N. Tzartzanis, W. Mao, L. Peterson, R. Lal, K. Chong, J-S. Moon, L. Svensson and M. Bolotski. The design and implementation of a low-power clock-powered microprocessor. IEEE Journal of Solid-State Circuits, 35 (2000), 1561-1570.
17. Atmospheric Science Data Center. NASA Surface Meteorology and Solar Energy Calculator. Available from: http://eosweb.larc.nasa.gov/cgi-bin/sse/grid.cgi? uid=3030.
18. D. Attwell and S. B. Laughlin. An energy budget for signaling in the grey matter of the brain. Journal of Cerebral Blood Flow and Metabolism, 21 (2001), 1133-1145.
19. A. T. Avestruz, W. Santa, D. Carlson, R. Jensen, S. Stanslaski, A. Helfenstine and T. Denison. A 5 mW/channel Spectral Analysis IC for Chronic Bidirectional Brain-Machine Interfaces. IEEE Journal of Solid-State Circuits, 43 (2008), 3006-3024.
20. D. Baker, G. Church, J. Collins, D. Endy, J. Jacobson, J. Keasling, P. Modrich, C. Smolke and R. Weiss. Engineering life: building a fab for biology. Scientific American, 294 (2006), 44-51.
21. M. W. Baker and R. Sarpeshkar. A low-power high-PSRR current-mode microphone preamplifier. IEEE Journal of Solid-State Circuits, 38 (2003), 1671-1678.
22. M. W. Baker and R. Sarpeshkar. Low-Power Single-Loop and Dual-Loop AGCs for Bionic Ears. IEEE Journal of Solid-State Circuits, 41 (2006), 1983-1996.
23. M. W. Baker and R. Sarpeshkar. Feedback analysis and design of RF power links for low-power bionic systems. IEEE Transactions on Biomedical Circuits and Systems, 1 (2007), 28-38.
24. Constantine A. Balanis. Antenna Theory: Analysis and Design. 3rd ed. (Hoboken, NJ: John Wiley & Sons, Inc., 2005).
25. Allen J. Bard and Larry R. Faulkner. Electrochemical Methods: Fundamentals and Applications. 2nd ed. (New York: Wiley, 2001).
26. R. Bashir. BioMEMS: State-of-the-art in detection, opportunities and prospects. Advanced Drug Delivery Reviews, 56 (2004), 1565-1586.
27. D. J. Beebe, G. A. Mensing and G. M. Walker. Physics and applications of microfluidics in biology. Annual Review of Biomedical Engineering, 4 (2002), 261-286.
28. R. Bellman. Dynamic programming. Science, 153 (1966), 34-37.
29. C. H. Bennett and R. Landauer. The fundamental physical limits of computation. Scientific American, 253 (1985), 48-56.
30. Y. Berg, R. L. Sigvartsen, T. S. Lande and A. Abusland. An analog feed-forward neural network with on-chip learning. Analog Integrated Circuits and Signal Processing, 9 (1996), 65-75.
31. S. N. Bhatia and C. S. Chen. Tissue engineering at the micro-scale. Biomedical Microdevices, 2 (1999), 131-144.
32. A. Bhattacharya and F. G. Zeng. Companding to improve cochlear-implant speech recognition in speech-shaped noise. The Journal of the Acoustical Society of America, 122 (2007), 1079.
33. Harold S. Black, inventor. Wave Translation System, US Patent Number 2,102, 671.
34. R. B. Blackman. Effect of feedback on impedance. Bell Systems Technical Journal, 22 (1943).
35. K. A. Boahen. Point-to-point connectivity between neuromorphic chips using address events. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 47 (2000), 416-434.
36. K. A. Boahen and A. G. Andreou. A contrast sensitive silicon retina with reciprocal synapses. Proceedings of the IEEE Neural Information Processing Systems (NIPS), Denver, Colorado, 764-772, 1992.
37. Hendrik W. Bode. Network Analysis and Feedback Amplifier Design (New York, NY: Van Nostrand, 1945).
38. J. Bohorquez, W. Sanchez, L. Turicchia and R. Sarpeshkar. An integrated-circuit switched-capacitor model and implementation of the heart. Proceedings of the First International Symposium on Applied Sciences on Biomedical and Communication Technologies (ISABEL), Aalborg, Denmark, 1-5, 2008.
39. P. D. Bradley, An ultra low power, high performance medical implant communication system (MICS) transceiver for implantable devices. IEEE Biomedical Circuits and Systems Conference (BioCAS), London, UK, 158-161, 2006.
40. J. C. Bramwell and A. V. Hill. The velocity of the pulse wave in man. Proceedings of the Royal Society of London. Series B, Containing Papers of a Biological Character, 93 (1922), 298-306.
41. C. Bright. Energy Coupling and Efficiency. Sensors, 18 (2001), in special section on Motion Control.
42. T. Buchegger, G. Oßberger, A. Reisenzahn, E. Hochmair, A. Stelzer and A. Springer. Ultra-wideband transceivers for cochlear implants. EURASIP Journal on Applied Signal Processing, 2005 (2005), 3069-3075.
43. K. Bult. Analog design in deep sub-micron CMOS. Proceedings of the 26th European Solid-State Circuits Conference (ESSCIRC), Stockholm, Sweden, 126-132, 2000.
44. T. P. Burg, M. Godin, S. M. Knudsen, W. Shen, G. Carlson, J. S. Foster, K. Babcock and S. R. Manalis. Weighing of biomolecules, single cells and single nanoparticles in fluid. Nature, 446 (2007), 1066-1069.
45. M. A. Burns, B. N. Johnson, S. N. Brahmasandra, K. Handique, J. R. Webster, M. Krishnan, T. S. Sammarco, P. M. Man, D. Jones and D. Heldsinger. An integrated nanoliter DNA analysis device. Science, 282 (1998), 484.
46. J. Burr and A. M. Peterson. Ultra low power CMOS technology. Proceedings of the 3rd NASA Symposium on VLSI Design, Moscow, Idaho, 4.2.11-14.12.13, 1991.
47. H. B. Callen and T. A. Welton. Irreversibility and generalized noise. Physical Review, 83 (1951), 34-40.
48. Gert Cauwenberghs and Magdy A. Bayoumi. Learning on Silicon: Adaptive VLSI Neural Systems (Boston: Kluwer Academic, 1999).
49. A. P. Chandrakasan and R. W. Brodersen. Minimizing power consumption in digital CMOS circuits. Proceedings of the IEEE, 83 (1995), 498-523.
50. S. Chatterjee, Y. Tsividis and P. Kinget. 0.5-V analog circuit techniques and their application in OTA and filter design. IEEE Journal of Solid-State Circuits, 40 (2005), 2373-2387.
51. C. H. Chen and M. J. Deen. Channel noise modeling of deep submicron MOSFETs. IEEE Transactions on Electron Devices, 49 (2002), 1484-1487.
52. M. Chen and G. A. Rincon-Mora. Accurate, Compact, and Power-Efficient Li-Ion Battery Charger Circuit. IEEE Transactions on Circuits and Systems II: Express Briefs, 53 (2006), 1180-1184.
53. L. J. Chu. Physical limitations of omnidirectional antennas. Technical Report (Research Laboratory of Electronics, Massachusetts Institute of Technology), 64 (1948).
54. Leon O. Chua and T. Roska. Cellular Neural Networks and Visual Computing: Foundation and Applications (Cambridge, UK; New York, NY: Cambridge University Press, 2002).
55. S. Das, C. Tokunaga, S. Pant, W. H. Ma, S. Kalaiselvan, K. Lai, D. M. Bull and D. T. Blaauw. RazorII: In situ error detection and correction for PVT and SER tolerance. IEEE Journal of Solid-State Circuits, 44 (2009), 32-48.
56. W. C. Dash and R. Newman. Intrinsic optical absorption in single-crystal germanium and silicon at 77K and 300 K. Physical Review, 99 (1955), 1151-1155.
57. S. Dearborn. Charging Li-ion batteries for maximum run times. Power Electronics Technology Magazine, (2005), 40-49.
58. T. Delbruck. Bump circuits for computing similarity and dissimilarity of analog voltages. Proceedings of the International Joint Conference on Neural Networks, Seattle, WA, 475-479, 1991.
59. T. Delbruck. Silicon retina with correlation-based, velocity-tuned pixels. IEEE Transactions on Neural Networks, 4 (1993), 529-541.
60. T. Delbruck and C. A. Mead. Analog VLSI phototransduction by continuous-time, adaptive, logarithmic photoreceptor circuits. CalTech CNS Memo, 30 (1994).
61. T. Delbruck and C. A. Mead. Adaptive photoreceptor with wide dynamic range. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), London, UK, 339-342, 1994.
62. T. Denison, K. Consoer, A. Kelly, A. Hachenburg, W. Santa, M. N. Technol and C. Heights. A 2.2 mW 94nV/√Hz, Chopper-Stabilized Instrumentation Amplifier for EEG Detection in Chronic Implants. Digest of Technical Papers of the IEEE International Solid-State Circuits Conference (ISSCC 2007), San Francisco, CA, 162-594, 2007.
63. Department for Environment Food and Rural Affairs (DEFRA). Guidelines for Company Reporting on Greenhouse Gas Emissions, London (2005); available from: http://www. defra.gov.uk/environment/business/reporting/pdf/envrpgas-annexes.pdf.
64. M. H. Dickinson, F. O. Lehmann and S. P. Sane. Wing rotation and the aerodynamic basis of insect flight. Science, 284 (1999), 1954-1960.
65. C. Diorio, P. Hasler, A. Minch and C. A. Mead. A single-transistor silicon synapse. IEEE Transactions on Electron Devices, 43 (1996), 1972-1980.
66. J. C. Dixon. Tires, Suspension and Handling. 2nd ed. (Warrendale, Penn.: Society of Automotive Engineers, 2004).
67. I. Doms, P. Merken, R. Mertens and C. Van Hoof. Integrated capacitive power-management circuit for thermal harvesters with output power 10 to 1000 mW. Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, Calif., 300-301, 301a, 2009.
68. J. M. Donelan, Q. Li, V. Naing, J. A. Hoffer, D. J. Weber and A. D. Kuo. Biomechanical energy harvesting: Generating electricity during walking with minimal user effort. Science, 319 (2008), 807.
69. T. G. Drummond, M. G. Hill and J. K. Barton. Electrochemical DNA sensors. Nature Biotechnology, 21 (2003), 1192-1199.
70. P. Dudek and P. J. Hicks. A CMOS general-purpose sampled-data analogue microprocessor. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Geneva, Switzerland, 2000.
71. P. Dudek and P. J. Hicks. A general-purpose processor-per-pixel analog SIMD vision chip. IEEE Transactions on Circuits and Systems I: Regular Papers, 52 (2005), 13-20.
72. V. Ekanayake, C. Kelly IV and R. Manohar. An ultra low-power processor for sensor networks. Proceedings of the 11th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Boston, Mass., 27-36, 2004.
73. K. L. Ekinci, X. M. H. Huang and M. L. Roukes. Ultrasensitive nanoelectromechanical mass detection. Applied Physics Letters, 84 (2004), 4469-4471.
74. Chris Eliasmith and C. H. Anderson. Neural Engineering: Computation, Representation, and Dynamics in Neurobiological Systems (Cambridge, Mass.: MIT Press, 2003).
75. M. B. Elowitz and S. Leibler. A synthetic oscillatory network of transcriptional regulators. Nature, 403 (2000), 335-338.
76. Emerging Research Devices Report: International Technology Roadmap for Semiconductors, 2007.
77. C. C. Enz and G. C. Temes. Circuit techniques for reducing the effects of op-amp imperfections: autozeroing, correlated double sampling, and chopper stabilization. Proceedings of the IEEE, 84 (1996), 1584-1614.
78. Christian Enz and Eric A. Vittoz. Charge-based MOS Transistor Modeling: The EKV Model for Low-Power and RF IC Design (Chichester, England; Hoboken, NJ: John Wiley, 2006).
79. R. G. H. Eschauzier and J. H. Huijsing. Frequency Compensation Techniques for Low-Power Operational Amplifiers (Dordrecht: Springer, 1995).
80. Walter R. Evans. Control-System Dynamics (New York, NY: McGraw-Hill, 1954).
81. R. M. Fano. Theoretical limitations on the broadband matching of arbitrary impedances. Technical Report (Research Laboratory of Electronics, Massachusetts Institute of Technology), 41 (1948).
82. L. Fay, V. Misra and R. Sarpeshkar. A Micropower Electrocardiogram Recording Amplifier. IEEE Transactions on Biomedical Circuits and Systems, vol. 3, No. 5, pp. 312-320, October 2009.
83. R. P. Feynman, M. L. Sands and R. B. Leighton. Lecture 19: The principle of least action. In The Feynman Lectures on Physics: Commemorative Issue, Vol. 2, ed. (Reading, MA: Addison Wesley; 1989), pp. 19.11-19.14.
84. R. P. Feynman. The Pleasure of Finding Things Out: The Best Short Works of Richard P. Feynman. (Cambridge, Mass.: Perseus Books, 1999).
85. J. K. Fiorenza, T. Sepke, P. Holloway, C. G. Sodini and L. Hae-Seung. Comparator-Based Switched-Capacitor Circuits for Scaled CMOS Technologies. IEEE Journal of Solid-State Circuits, 41 (2006), 2658-2668.
86. Gene F. Franklin, J. David Powell and Abbas Emami-Naeini. Feedback Control of Dynamic Systems. 5th ed. (Upper Saddle River, N.J.: Pearson Prentice Hall, 2006).
87. D. R. Frey. State-space synthesis and analysis of log-domain filters. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 45 (1998), 1205-1211.
88. L. M. Friesen, R. V. Shannon, D. Baskent and X. Wang. Speech recognition in noise as a function of the number of spectral channels: comparison of acoustic hearing and cochlear implants. The Journal of the Acoustical Society of America, 110 (2001), 1150.
89. J. Fritz, E. B. Cooper, S. Gaudet, P. K. Sorger and S. R. Manalis. Electronic detection of DNA by its intrinsic molecular charge. Proceedings of the National Academy of Sciences, 99 (2002), 14142-14146.
90. S. Gabriel, R. W. Lau and C. Gabriel. The dielectric properties of biological tissues: III. Parametric models for the dielectric spectrum of tissues. Physics in Medicine and Biology, 41 (1996), 2271-2293.
91. T. Garland. The relation between maximal running speed and body mass in terrestrial mammals. Journal of Zoology, 199 (1983), 70.
92. A. Gerosa, A. Maniero and A. Neviani. A fully integrated two-channel A/D interface for the acquisition of cardiac signals in implantable pacemakers. IEEE Journal of Solid-State Circuits, 39 (2004), 1083-1093.
93. E. Ghafar-Zadeh and M. Sawan. A hybrid microfluidic/CMOS capacitive sensor dedicated to lab-on-chip applications. IEEE Transactions on Biomedical Circuits and Systems, 1 (2007), 270-277.
94. M. Ghovanloo and S. Atluri. A Wide-Band Power-Efficient Inductive Wireless Link for Implantable Microelectronic Devices Using Multiple Carriers. IEEE Transactions on Circuits and Systems I: Regular Papers, 54 (2007), 2211-2221.
95. V. Giannini, P. Nuzzo, V. Chironi, A. Baschirotto, G. Van der Plas and J. Craninckx. An 820 mW 9b 40MS/s Noise-Tolerant Dynamic-SAR ADC in 90nm Digital CMOS. Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, 238-239, 2008.
96. B. Gilbert. Translinear circuits: An historical overview. Analog Integrated Circuits and Signal Processing, 9 (1996), 95-118.
97. R. E. Gill, T. L. Tibbitts, D. C. Douglas, C. M. Handel, D. M. Mulcahy, J. C. Gottschalck, N. Warnock, B. J. McCaffery, P. F. Battley and T. Piersma. Extreme endurance flights by landbirds crossing the Pacific Ocean: ecological corridor rather than barrier? Proceedings of the Royal Society, B., 276 (2009), 447.
98. D. T. Gillespie. A general method for numerically simulating the stochastic time evolution of coupled chemical reactions. Journal of Computational Physics, 22 (1976), 403-434.
99. D. Goodstein. Out of Gas: The End of the Age of Oil (New York, NY: W.W. Norton and Company, 2004).
100. W. Gosling. Radio Antennas and Propagation (Oxford, UK: Newnes, 2004).
101. V. Gradinescu, C. Gorgorin, R. Diaconescu, V. Cristea and L. Iftode. Adaptive Traffic Lights Using Car-to-Car Communication. Proceedings of the Vehicular Technology Conference, Dublin, Ireland, 21-25, 2007.
102. P. Gray, P. Hurst, S. Lewis and R. Meyer. Analysis and Design of Analog Integrated Circuits. 4th ed. (New York: Wiley, 2001).
103. A. C. R. Grayson, R. S. Shawgo, A. M. Johnson, N. T. Flynn, Y. Li, M. J. Cima and R. Langer. A bioMEMS review: MEMS technology for physiologically integrated devices. Proceedings of the IEEE, 92 (2004), 6-21.
104. D. L. Green and Scientific American. Oil and the Future of Energy: Climate Repair, Hydrogen, Nuclear Fuel, Renewable and Green Sources, Energy Efficiency (Guilford, Conn.: The Lyons Press, 2007).
105. M. A. Green. Third Generation Photovoltaics: Advanced Solar Energy Conversion. (Berlin: Spinger-Verlag, 2004).
106. P. Grogan. Sam Whittingham tops 80 mph-on a push-bike. The Sunday Times. September 20, 2009.
107. J. Guinness, B. Raj, B. Schmidt-Nielsen, L. Turicchia and R. Sarpeshkar. A companding front end for noise-robust automatic speech recognition. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Philadelphia, Penn., 2005.
108. A. Gupta, D. Akin and R. Bashir. Single virus particle mass detection using microresonators with nanoscale thickness. Applied Physics Letters, 84 (2004), 1976-1978.
109. B. B. Haab, M. J. Dunham and P. O. Brown. Protein microarrays for highly parallel detection and quantitation of specific proteins and antibodies in complex solutions. Genome Biology, 2 (2001), 1-13.
110. R. H. R. Hahnloser, R. Sarpeshkar, M. A. Mahowald, R. J. Douglas and H. S. Seung. Digital selection and analogue amplification coexist in a cortex-inspired silicon circuit. Nature, 405 (2000), 947-951.
111. H. Hamanaka, H. Torikai and T. Saito. Spike position map with quantized state and its application to algorithmic A/D converter. Proceedings of the International Symposium on Circuits and Systems (ISCAS), Vancouver, BC, 673-676, 2004.
112. T. J. Hamilton, C. Jin, A. van Schaik and J. Tapson. A 2-D silicon cochlea with an improved automatic quality factor control-loop. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Seattle, Wash., 1772-1775, 2008.
113. T. Handa, S. Shoji, S. Ike, S. Takeda and T. Sekiguchi. A very low-power consumption wireless ECG monitoring system using body as a signal transmission medium. Proceedings of the International Conference Solid-State Sensors and Actuators, Chicago, IL, 1003-1007, 1997.
114. R. R. Harrison and C. Charles. A low-power low-noise CMOS amplifier for neural recording applications. IEEE Journal of Solid-State Circuits, 38 (2003), 958-965.
115. R. R. Harrison and C. Koch. A silicon implementation of the fly’s optomotor control system. Neural Computation, 12 (2000), 2291-2304.
116. R. R. Harrison, P. T. Watkins, R. J. Kier, R. O. Lovejoy, D. J. Black, B. Greger and F. Solzbacher. A low-power integrated circuit for a wireless 100-electrode neural recording system. IEEE Journal of Solid-State Circuits, 42 (2007), 123-133.
117. B. Hassenstein and W. Reichardt. Systemtheoretische analyse der zeit-, reihenfolgen-und vorzeichenauswertung bei der bewegungsperzeption des rüsselkäfers chlorophanus. Zeitschrift für Naturforschung, 11 (1956), 513-524.
118. P. Heinzelman, C. D. Snow, I. Wu, C. Nguyen, A. Villalobos, S. Govindarajan, J. Minshull and F. H. Arnold. A family of thermostable fungal cellulases created by structure-guided recombination. Proceedings of the National Academy of Sciences, 106 (2009), 5610.
119. J. Herz, A. Krogh and R. G. Palmer. Introduction to the Theory of Neural Computation (Reading, Mass.: Addison Wesley, 1991).
120. M. Hildebrand. Motions of the running cheetah and horse. Journal of Mammalogy, 40 (1959), 481-495.
121. R. Hintsche, C. Kruse, A. Uhlig, M. Paeschke, T. Lisec, U. Schnakenberg and B. Wagner. Chemical microsensor systems for medical applications in catheters. Sensors & Actuators B.: Chemical, 27 (1995), 471-473.
122. M. Ho, P. Georgiou, S. Singhal, N. Oliver and C. Toumazou, A bio-inspired closed-loop insulin delivery based on the silicon pancreatic beta-cell. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Seattle, Wash., 1052-1055, 2008.
123. L. R. Hochberg, M. D. Serruya, G. M. Friehs, J. A. Mukand, M. Saleh, A. H. Caplan, A. Branner, D. Chen, R. D. Penn and J. P. Donoghue. Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature, 442 (2006), 164-171.
124. F. N. Hooge. 1/f noise. Physica, 83 (1976), 14-23.
125. J. J. Hopfield. Kinetic proofreading: a new mechanism for reducing errors in biosynthetic processes requiring high specificity. Proceedings of the National Academy of Sciences, 71 (1974), 4135-4139.
126. T. K. Horiuchi. “Seeing” in the dark: Neuromorphic VLSI modeling of bat echolocation. IEEE Signal Processing Magazine, 22 (2005), 134-139.
127. G. W. Huber and G. Dale. Grassoline at the Pump. Scientific American, 301 (2009), 52-59.
128. G. Indiveri. Neuromorphic analog VLSI sensor for visual tracking: circuits and application examples. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 46 (1999), 1337-1347.
129. Inductance Calculator. Available from: http://www.technick.net/public/code/cp_dpage. php?aiocp_dp=util_inductance_calculator.
130. International Technology Roadmap for Semiconductors. Available from: http://public.itrs.net/.
131. T. Ishikawa, T. S. Aytur and B. E. Boser. A wireless integrated immunosensor. Complex Medical Engineering, (2007), 555.
132. Italian National Research Council and Institute for Applied Physics. Available from: http://niremf.ifac.cnr.it/tissprop/.
133. E. M. Izhikevich. Which model to use for cortical spiking neurons? IEEE Transactions on Neural Networks, 15 (2004), 1063-1070.
134. K. A. Janes, J. G. Albeck, S. Gaudet, P. K. Sorger, D. A. Lauffenburger and M. B. Yaffe. A systems model of signaling identifies a molecular basis set for cytokine-induced apoptosis. Science, 310 (2005), 1646-1653.
135. A. Javey, R. Tu, D. B. Farmer, J. Guo, R. G. Gordon and H. Dai. High Performance n-Type Carbon Nanotube Field-Effect Transistors with Chemically Doped Contacts. Nano Letters, 5 (2005), 345-348.
136. K. Jensen, K. Kim and A. Zettl. An atomic-resolution nanomechanical mass sensor. Nature Nanotechnology, 3 (2008), 533-537.
137. F. S. Johnson. The solar constant. Journal of the Atmospheric Sciences, 11 (1954), 431-439.
138. B. M. Johnstone. Genesis of the cochlear endolymphatic potential. Current Topics in Bioenergetics, 2 (1967), 335-352.
139. Eric R. Kandel, James H. Schwartz and Thomas M. Jessell. Principles of Neural Science. 3rd ed. (Norwalk, Conn.: Appleton & Lange, 1991).
140. R. Karakiewicz, R. Genov and G. Cauwenberghs. 1.1 TMACS/mW Load-Balanced Resonant Charge-Recycling Array Processor. Proceedings of the IEEE Custom Integrated Circuits Conference (CICC), San Jose, California, 603-606, 2007.
141. T. R. Karl and K. E. Trenberth. Modern global climate change. Science, 302 (2003), 1719-1723.
142. S. K. Kelly and J. Wyatt. A power-efficient voltage-based neural tissue stimulator with energy recovery. Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, 228-524, 2004.
143. C. H. Kim and K. Roy. Dynamic Vth scaling scheme for active leakage power reduction. Proceedings of the Design, Automation and Test in Europe Conference and Exhibition, Paris, 163-167, 2002.
144. H. H. Kim, N. Mano, Y. Zhang and A. Heller. A miniature membrane-less biofuel cell operating under physiological conditions at 0.5 V. Journal of The Electrochemical Society, 150 (2003), A209.
145. R. Kline. Harold Black and the negative-feedback amplifier. IEEE Control Systems Magazine, 13 (1993), 82-85.
146. E. A. M. Klumperink, S. L. J. Gierkink, A. P. Van der Wel and B. Nauta. Reducing MOSFET 1/f noise and power consumption by switched biasing. IEEE Journal of Solid-State Circuits, 35 (2000), 994-1001.
147. P. K. Ko. Approaches to Scaling. In Advanced MOS Device Physics, ed. N. G. Einspruch, and G. S. Gildenblat (San Diego: Academic Press; 1989), pp. 1-37.
148. Christof Koch. Biophysics of Computation: Information Processing in Single Neurons (New York: Oxford University Press, 1999).
149. K. Koch, J. McLean, M. Berry, P. Sterling, V. Balasubramanian and M. A. Freed. Efficiency of information transmission by retinal ganglion cells. Current Biology, 14 (2004), 1523-1530.
150. R. Kolarova, T. Skotnicki and J. A. Chroboczek. Low frequency noise in thin gate oxide MOSFETs. Microelectronics Reliability, 41 (2001), 579-585.
151. P. Korkmaz, B. E. S. Akgul and K. V. Palem. Energy, performance, and probability tradeoffs for energy-efficient probabilistic CMOS circuits. IEEE Transactions on Circuits and Systems I: Regular Papers, 55 (2008), 2249-2262.
152. J. D. Kraus and R. J. Marhefka. Antennas for All Applications (New York: McGraw-Hill, 2002).
153. M. L. Kringelbach, N. Jenkinson, S. L. F. Owen and T. Z. Aziz. Translational principles of deep brain stimulation. Nature Reviews Neuroscience, 8 (2007), 623-635.
154. G. Kron. Equivalent circuit of the field equations of Maxwell-I. Proceedings of the IRE, 32 (1944), 289-299.
155. J. Kwong, Y. K. Ramadass, N. Verma and A. P. Chandrakasan. A 65 nm Sub-Vt, microcontroller with integrated SRAM and switched capacitor DC-DC converter. IEEE Journal of Solid-State Circuits, 44 (2009), 115-126.
156. M. F. Land. Movements of the retinae of jumping spiders (Salticidae: Dendryphantinae) in response to visual stimuli. Journal of Experimental Biology, 51 (1969), 471-493.
157. R. Landauer. Information is physical. Workshop on Physics and Computation (PhysComp), Dallas, Tex., 1-4, 1992.
158. J. Lazzaro, S. Ryckebusch, M. A. Mahowald and C. A. Mead. Winner-take-all networks of O (n) complexity. Advances in Neural Information Processing Systems, 1 (1989), 703-711.
159. S. Lee and T. Sakurai. Run-time voltage hopping for low-power real-time systems. Proceedings of the 37th Annual IEEE ACM Design Automation Conference, Los Angeles, CA, 806-809, 2000.
160. Thomas H. Lee. The Design of CMOS Radio-Frequency Integrated Circuits. 2nd ed. (Cambridge, UK; New York: Cambridge University Press, 2004).
161. M. Lehmann, W. Baumann, M. Brischwein, H. J. Gahle, I. Freund, R. Ehret, S. Drechsler, H. Palzer, M. Kleintges and U. Sieben. Simultaneous measurement of cellular respiration and acidification with a single CMOS ISFET. Biosensors and Bioelectronics, 16 (2001), 195-203.
162. V. Leonov, T. Torfs, P. Fiorini, C. Van Hoof and L. Imec. Thermoelectric converters of human warmth for self-powered wireless sensor nodes. IEEE Sensors Journal, 7 (2007), 650-657.
163. M. A. Lewis, R. Etienne-Cummings, A. H. Cohen and M. Hartmann. Toward biomorphic control using custom aVLSI CPG chips. Proceedings of the International Conference on Robotics and Automation (ICRA), 494-500, 2000.
164. N. S. Lewis. Toward cost-effective solar energy use. Science, 315 (2007), 798-801.
165. K. K. Likharev. Single-electron devices and their applications. Proceedings of the IEEE, 87 (1999), 606-632.
166. David Linden and Thomas B. Reddy. Handbook of Batteries. 3rd ed. (New York: McGraw-Hill, 2002).
167. S-C. Liu, J.È. Kramer, G. Indiveri, T. Delbruck, T. Burg and R. Douglas. Orientationselective aVLSI spiking neurons. Neural Networks, 14 (2001), 629-643.
168. W. Liu, A. G. Andreou and M. H. Goldstein. Voiced-speech representation by an analog silicon model of theauditory periphery. IEEE Transactions on Neural Networks, 3 (1992), 477-487.
169. Harvey F. Lodish. Molecular Cell Biology. 6th ed. (New York: W.H. Freeman, 2008).
170. P. C. Loizou. Mimicking the human ear. IEEE Signal Processing Magazine, 15 (1998), 101-130.
171. T. K. Lu and J. J. Collins. Engineered bacteriophage targeting gene networks as adjuvants for antibiotic therapy. Proceedings of the National Academy of Sciences, 106 (2009), 4629.
172. T. K. Lu, S. Zhak, P. Dallos and R. Sarpeshkar. Fast cochlear amplification with slow outer hair cells. Hearing Research, 214 (2006), 45-67.
173. M. Lundstrom. Elementary scattering theory of the Si MOSFET. IEEE Electron Device Letters, 18 (1997), 361-363.
174. Mark Lundstrom and Jing Guo. Nanoscale Transistors: Device Physics, Modeling and Simulation (New York: Springer, 2006).
175. R. F. Lyon and C. A. Mead. An analog electronic cochlea. IEEE Transactions on Acoustics, Speech and Signal Processing, 36 (1988), 1119-1134.
176. D. J. C. MacKay. Sustainable Energy: Without the Hot Air (Cambridge, UK: UIT Cambridge Ltd., 2009).
177. P. F. MacNeilage, L. J. Rogers and G. Vallortigara. Origins of the left & right brain. Scientific American, 301 (2009), 60-67.
178. M. A. Maher and C. A. Mead. A physical charge-controlled model for the MOS transistor. Proceedings of the Advanced Research in VLSI Conference, Stanford, CA, 1987.
179. M. A. Maher and C. A. Mead. Fine Points of Transistor Physics. In Analog VLSI and Neural Systems, ed. C Mead (Reading, MA: Addison-Wesley; 1989), pp. 319-338.
180. M. A. Mahowald and C. A. Mead. Silicon Retina. In Addison-Wesley VLSI Systems Series, ed. CA Mead (Reading, Mass.: Addison-Wesley; 1989), pp. 257-278.
181. S. Mandal and R. Sarpeshkar. Low-power CMOS rectifier design for RFID applications. IEEE Transactions on Circuits and Systems I: Regular Papers, 54 (2007), 1177-1188.
182. S. Mandal and R. Sarpeshkar. Power-Efficient Impedance-Modulation Wireless Data Links for Biomedical Implants. IEEE Transactions on Biomedical Circuits and Systems, 2 (2008), 301-315.
183. S. Mandal and R. Sarpeshkar. Circuit models of stochastic genetic networks. Proceedings of the IEEE Biological Circuits and Systems Conference, Beijing, China, 2009.
184. S. Mandal and R. Sarpeshkar. Log-domain Circuit Models of Chemical Reactions. Proceedings of the IEEE Symposium on Circuits and Systems (ISCAS), Taipei, Taiwan, 2009.
185. S. Mandal, S. K. Arfin and R. Sarpeshkar. Sub-mHz MOSFET 1/f noise measurements. Electronics Letters, 45 (2009).
186. S. Mandal, L. Turicchia and R. Sarpeshkar. A Low-Power Battery-Free Tag for Body Sensor Networks. IEEE Pervasive Computing, in press (2009).
187. S. Mandal, S. Zhak and R. Sarpeshkar, inventors. Architectures for Universal or Software Radio. U.S. Provisional Patent 60/870,719, filed December 19, 2006; Utility Patent 11/958,990, filed December 18, 2007.
188. S. Mandal, S. M. Zhak and R. Sarpeshkar. A bio-inspired active radio-frequency silicon cochlea. IEEE Journal of Solid-State Circuits, 44 (2009), 1814-1828.
189. L. L. Marker and A. J. Dickman. Morphology, physical condition, and growth of the cheetah (Acinonyx jubatus jubatus). Journal of Mammalogy, 84 (2003), 840-850.
190. A. L. McWorther. 1/f noise and germanium surface properties. In Semiconductor Surface Physics, ed. R. H. Kingston (Philadelphia, Penn.: University of Pennsylvania Press; 1957), pp. xvi, 413 p.
191. C. A. Mead. Neuromorphic electronic systems. Proceedings of the IEEE, 78 (1990), 1629-1636.
192. C. A. Mead. Scaling of MOS technology to submicrometer feature sizes. The Journal of VLSI Signal Processing, 8 (1994), 9-25.
193. Carver Mead. Analog VLSI and Neural Systems (Reading, Mass.: Addison-Wesley, 1989).
194. Carver Mead. Collective Electrodynamics: Quantum Foundations of Electromagnetism (Cambridge, MA: MIT Press, 2000).
195. J. T. Mettetal, D. Muzzey, C. Gomez-Uribe and A. van Oudenaarden. The frequency dependence of osmo-adaptation in Saccharomyces cerevisiae. Science, 319 (2008), 482.
196. R. A. C. Metting van Rijn, A. Peper and C. A. Grimbergen. High-quality recording of bioelectric events. Medical and Biological Engineering and Computing, 28 (1990), 389-397.
197. A. C. H. MeVay and R. Sarpeshkar. Predictive comparators with adaptive control. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 50 (2003), 579-588.
198. R. D. Middlebrook. Null double injection and the extra element theorem. IEEE Transactions on Education, 32 (1989), 167-180.
199. D. Miklavcic, N. Pavselj and F. X. Hart. Electric properties of tissues. In Wiley Encyclopedia of Biomedical Engineering, ed. M. Akay (New York: John Wiley & Sons; 2006).
200. J. R. Miller and P. Simon. Electrochemical Capacitors for Energy Management. Science, 321 (2008), 651.
201. B. A. Minch, Synthesis of multiple-input translinear element log-domain filters. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Orlando, FL, 697-700, 1999.
202. P. D. Mitcheson, E. M. Yeatman, G. K. Rao, A. S. Holmes and T. C. Green. Energy harvesting from human and machine motion for wireless electronic devices. Proceedings of the IEEE, 96 (2008), 1457-1486.
203. J. Mitola III and G. Q. Maguire Jr. Cognitive radio: making software radios more personal. IEEE Personal Communications, 6 (1999), 13-18.
204. J. L. Montieth and Lawrence Mount, editors. Heat Loss from Animals and Man (London: Butterworth & Co. Publishers Ltd.; 1974).
205. G. E. Moore. Cramming more components onto integrated circuits. Electronics, 38 (1965), 114-117.
206. D. J. Morton and D. D. Fuller. Human Locomotion and Body Form (New York, NY: Waverly Press, Inc., 1952).
207. Kary B. Mullis, François Ferré and Richard Gibbs. The Polymerase Chain Reaction (Boston: Birkhäuser, 1994).
208. B. Murmann and B. E. Boser. A 12-bit 75-MS/s pipelined ADC using open-loop residue amplification. IEEE Journal of Solid-State Circuits, 38 (2003), 2040-2050.
209. R. N. Mutagi. Pseudo noise sequences for engineers. Electronics and Communication Engineering Journal, 8 (1996), 79-87.
210. K. Natori. Ballistic metal-oxide-semiconductor field effect transistor. Journal of Applied Physics, 76 (1994), 4879-4890.
211. K. Natori. Scaling Limit of the MOS Transistor-A Ballistic MOSFET. IEICE Transactions on Electronics, E84-C (2001), 1029-1036.
212. Nam Trung Nguyen and Steven T. Wereley. Fundamentals and Applications of Microfluidics (Boston, MA: Artech House, 2002).
213. H. Nyquist. Thermal agitation of electric charge in conductors. Physical Review, 32 (1928), 110-113.
214. H. Nyquist. Regeneration theory. Bell Systems Technical Journal, 11 (1932), 126-147.
215. S. O’Driscoll, A. Poon and T. H. Meng. A mm-sized implantable power receiver with adaptive link compensation. Digest of Technical Papers of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, California, 294-295, 295a, 2009.
216. M. O’Halloran and R. Sarpeshkar. A 10-nW 12-bit accurate analog storage cell with 10-aA leakage. IEEE Journal of Solid-State Circuits, 39 (2004), 1985-1996.
217. M. O’Halloran and R. Sarpeshkar, An analog storage cell with 5 electron/sec leakage. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS), Kos, Greece, 557-560, 2006.
218. H. Okawa, A. P. Sampath, S. B. Laughlin and G. L. Fain. ATP consumption by mammalian rod photoreceptors in darkness and in light. Current Biology, 18 (2008), 1917-1921.
219. S. J. Osterfeld, H. Yu, R. S. Gaster, S. Caramuta, L. Xu, S. J. Han, D. A. Hall, R. J. Wilson, S. Sun and R. L. White. Multiplex protein assays based on real-time magnetic nanotag sensing. Proceedings of the National Academy of Sciences, 105 (2008), 20637.
220. A. J. Oxenham, A. M. Simonson, L. Turicchia and R. Sarpeshkar. Evaluation of companding-based spectral enhancement using simulated cochlear-implant processing. The Journal of the Acoustical Society of America, 121 (2007), 1709-1716.
221. E. M. Ozbudak, M. Thattai, I. Kurtser, A. D. Grossman and A. van Oudenaarden. Regulation of noise in the expression of a single gene. Nature Genetics, 31 (2002), 69-73.
222. Bernhard Palsson. Systems Biology: Properties of Reconstructed Networks (New York: Cambridge University Press, 2006).
223. J. A. Paradiso and T. Starner. Energy scavenging for mobile and wireless electronics. IEEE Pervasive Computing, 4 (2005), 18-27.
224. S. J. Park, T. A. Taton and C. A. Mirkin. Array-based electrical detection of DNA with nanoparticle probes. Science, 295 (2002), 1503-1506.
225. S. Pavan, N. Krishnapura, R. Pandarinathan and P. Sankar. A Power-Optimized Continuous-Time Delta Sigma ADC for Audio Applications. IEEE Journal of Solid-State Circuits, 43 (2008), 351-360.
226. G. L. Pearson. Shot Effect and Thermal Agitation in an Electron Current Limited by Space Charge. Physics, 6 (1935).
227. J. S. Pezaris and R. C. Reid. Demonstration of artificial visual percepts generated through thalamic microstimulation. Proceedings of the National Academy of Sciences, 104 (2007), 7670-7675.
228. James O. Pickles. An Introduction to the Physiology of Hearing. 2nd ed. (London; New York: Academic Press, 1988).
229. M. Pidwirny and D. Budikova. Earth’s energy balance. In Encyclopedia of Earth, ed. C. J. Cleveland. (2008), Available from http://www.eoearth.org/article/Earth’s_energy_balance.
230. Christian Piguet. Low-power Electronics Design (Boca Raton: CRC Press, 2005).
231. A. S. Porret, J. M. Sallese and C. C. Enz. A compact non-quasi-static extension of a charge-based MOS model. IEEE Transactions on Electron Devices, 48 (2001), 1647-1654.
232. PowerStream Technology, Lund Instrument Engineering, Inc. Available from: www. powerstream.com.
233. M. Ptashne and A. Gann. Genes and Signals (Cold Spring Harbour, New York: CSHL Press, 2002).
234. Y. Pu, J. P. de Gyvez, H. Corporaal and Y. Ha. An ultra-low-energy/frame multi-standard JPEG co-processor in 65nm CMOS with sub/near-threshold power supply. Proceedings of the IEEE Solid-State Circuits Conference (ISSCC), San Francisco, 146-147,147a, 2009.
235. M. Puurtinen, J. Hyttinen and J. Malmivuo. Optimizing bipolar electrode location for wireless ECG measurement-analysis of ECG signal strength and deviation between individuals. International Journal of Bioelectromagnetism, 7 (2005), 236-239.
236. F. Raab. Idealized operation of the class E tuned power amplifier. IEEE Transactions on Circuits and Systems, 24 (1977), 725-735.
237. D. V. Ragone. Review of Battery Systems for Electrically Powered Vehicles. Mid-Year Meeting of the Society of Automotive Engineers, Detroit, Michigan, 1968.
238. B. Raj, L. Turicchia, B. Schmidt-Nielsen and R. Sarpeshkar. An FFT-based companding front end for noise-robust automatic speech recognition. EURASIP Journal on Audio, Speech, and Music Processing, Article ID 65420 (2007), 13.
239. B. I. Rapoport, W. Wattanapanitch, J. L. Penagos, S. Musallam, R. Andersen and R. Sarpeshkar. A biomimetic adaptive algorithm and low-power architecture for implantable neural decoders. Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Minneapolis, MN, 2009.
240. Behzad Razavi. RF Microelectronics (Upper Saddle River, NJ: Prentice Hall, 1998).
241. F. Reif. Fundamentals of Statistical and Thermal Physics (New York: McGraw Hill, 1965).
242. James K. Roberge. Operational Amplifiers: Theory and Practice (New York: Wiley, 1975).
243. D. A. Robinson, J. L. Gordon and S. E. Gordon. A model of the smooth pursuit eye movement system. Biological Cybernetics, 55 (1986), 43-57.
244. M. Roham, J. M. Halpern, H. B. Martin, H. J. Chiel and P. Mohseni. Wireless amperometric neurochemical monitoring using an integrated telemetry circuit. IEEE Transactions on Biomedical Engineering, 55 (2008), 2628-2634.
245. S. Roundy. On the effectiveness of vibration-based energy harvesting. Journal of Intelligent Material Systems and Structures, 16 (2005), 809.
246. S. Roundy, P. K. Wright and J. M. Rabaey. Energy Scavaging for Wireless Sensor Networks. 1st ed. (Boston, Mass.: Kluwer Academic Publishers, 2003).
247. E. M. Rubin. Genomics of cellulosic biofuels. Nature, 454 (2008), 841-845.
248. J. M. Sallese, M. Bucher, F. Krummenacher and P. Fazan. Inversion charge linearization in MOSFET modeling and rigorous derivation of the EKV compact model. Solid State Electronics, 47 (2003), 677-683.
249. C. D. Salthouse and R. Sarpeshkar. A practical micropower programmable bandpass filter for use in bionic ears. IEEE Journal of Solid-State Circuits, 38 (2003), 63-70.
250. R. Sarpeshkar. Efficient precise computation with noisy components: Extrapolating from an electronic cochlea to the brain. PhD Thesis, Computation and Neural Systems, California Institute of Technology (1997).
251. R. Sarpeshkar. Analog versus digital: extrapolating from electronics to neurobiology. Neural Computation, 10 (1998), 1601-1638.
252. R. Sarpeshkar. Brain power: Borrowing from biology makes for low power computing. IEEE Spectrum, 43 (2006), 24-29.
253. R. Sarpeshkar and M. O’Halloran. Scalable hybrid computation with spikes. Neural Computation, 14 (2002), 2003-2038.
254. R. Sarpeshkar and M. Tavakoli, inventors. An Ultra-Low-Power Pulse Oximeter Implemented with an Energy-Efficient Transimpedance Amplifier, U.S. Provisional Patent 60/847/034, filed September 25, 2006; Utility Patent 11/903,571, filed September 24, 2007.
255. R. Sarpeshkar, M. W. Baker, C. D. Salthouse, J. J. Sit, L. Turicchia and S. M. Zhak, An analog bionic ear processor with zero-crossing detection. Proceedings of the IEEE International Solid State Circuits Conference (ISSCC), San Francisco, CA, 78-79, 2005.
256. R. Sarpeshkar, T. Delbruck and C. A. Mead. White noise in MOS transistors and resistors. IEEE Circuits and Devices Magazine, 9 (1993), 23-29.
257. R. Sarpeshkar, J.È. Kramer, G. Indiveri and C. Koch. Analog VLSI architectures for motion processing: From fundamental limits to system applications. Proceedings of the IEEE, 84 (1996), 969-987.
258. R. Sarpeshkar, R. F. Lyon and C. A. Mead. A low-power wide-linear-range transconductance amplifier. Analog Integrated Circuits and Signal Processing, 13 (1997), 123-151.
259. R. Sarpeshkar, R. F. Lyon and C. A. Mead. A low-power wide-dynamic-range analog VLSI cochlea. Analog Integrated Circuits and Signal Processing, 16 (1998), 245-274.
260. R. Sarpeshkar, C. D. Salthouse, J. J. Sit, M. W. Baker, S. M. Zhak, T. K. T. Lu, L. Turicchia and S. Balster. An ultra-low-power programmable analog bionic ear processor. IEEE Transactions on Biomedical Engineering, 52 (2005), 711-727.
261. R. Sarpeshkar, W. Wattanapanitch, S. K. Arfin, B. I. Rapoport, S. Mandal, M. W. Baker, M. S. Fee, S. Musallam and R. A. Andersen. Low-Power Circuits for Brain-Machine Interfaces. IEEE Transactions on Biomedical Circuits and Systems, 2 (2008), 173-183.
262. R. Sarpeshkar, L. Watts and C. A. Mead. Refractory neuron circuits. Computation and Neural Systems Memo CNS TR-92-08, (1992).
263. Leonard I. Schiff. Quantum Mechanics. 3d ed. (New York,: McGraw-Hill, 1968).
264. E. M. Schmidt, M. J. Bak, F. T. Hambrecht, C. V. Kufta, D. K. O’Rourke and P. Vallabhanath. Feasibility of a visual prosthesis for the blind based on intracortical micro stimulation of the visual cortex. Brain, 119 (1996), 507.
265. M. D. Scott, B. E. Boser and K. S. J. Pister. An ultra-low-energy ADC for smart dust. IEEE Journal of Solid-State Circuits, 38 (2003), 1123-1129.
266. Second Sight Completes US Phase I Enrollment and Commences European Clinical Trial for the Argus II Retinal Implant. [Press Release] Available from: http://www.2-sight. com/press-release2-15-final.html.
267. E. Seevinck. Companding current-mode integrator: A new circuit principle for continuous-time monolithic filters. Electronics Letters, 26 (1990), 2046-2047.
268. E. Seevinck, E. A. Vittoz, M. du Plessi, T. H. Joubert and W. Beetge. CMOS translinear circuits for minimum supply voltage. IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, 47 (2000), 1560-1564.
269. Self-Resonant Frequency of Single-Layer Solenoid Coils. Available from: http://www. smeter.net/feeding/transmission-line-choke-coils.php#Circuit.
270. Claude Elwood Shannon and Warren Weaver. The Mathematical Theory of Communication (Urbana: University of Illinois Press, 1949).
271. N. C. C. Sharp. Timed running speed of a cheetah (Acinonyx jubatus). Journal of Zoology, 241 (1997), 493-494.
272. R. K. Shepherd, N. Linahan, J. Xu, G. M. Clark and S. Araki. Chronic electrical stimulation of the auditory nerve using non-charge-balanced stimuli. Acta Oto-Laryngologica, 119 (1999), 674-684.
273. C. A. Shera. Intensity-invariance of fine time structure in basilar-membrane click responses: Implications for cochlear mechanics. The Journal of the Acoustical Society of America, 110 (2001), 332.
274. C. A. Shera. Mammalian spontaneous otoacoustic emissions are amplitude-stabilized cochlear standing waves. The Journal of the Acoustical Society of America, 114 (2003), 244.
275. W. Shockley and H. J. Queisser. Detailed Balance Limit of Efficiency of p-n Junction Solar Cells. Journal of Applied Physics, 32 (1961), 510-519.
276. W. Shyy, M. Berg and D. Ljungqvist. Flapping and flexible wings for biological and micro air vehicles. Progress in Aerospace Sciences, 35 (1999), 455-505.
277. William McC Siebert. Circuits, Signals, and Systems (Cambridge, Mass.; New York: MIT Press; McGraw-Hill, 1986).
278. J. J. Sit and R. Sarpeshkar. A micropower logarithmic A/D with offset and temperature compensation. IEEE Journal of Solid-State Circuits, 39 (2004), 308-319.
279. J. J. Sit and R. Sarpeshkar. A low-power, blocking-capacitor-free, charge-balanced electrode-stimulator chip with less than 6 nA DC error for 1mA full-scale stimulation. IEEE Transactions on Biomedical Circuits and Systems, 1 (2007), 172-183.
280. J. J. Sit and R. Sarpeshkar. A Cochlear-Implant Processor for Encoding Music and Lowering Stimulation Power. IEEE Pervasive Computing, 1 (2008), 40-48.
281. J. J. Sit, A. M. Simonson, A. J. Oxenham, M. A. Faltys, R. Sarpeshkar and C. MIT. A low-power asynchronous interleaved sampling algorithm for cochlear implants that encodes envelope and phase information. IEEE Transactions on Biomedical Engineering, 54 (2007), 138-149.
282. N. O. Sokal and A. D. Sokal. Class E-A new class of high-efficiency tuned single-ended switching power amplifiers. IEEE Journal of Solid-State Circuits, 10 (1975), 168-176.
283. A. Solga, Z. Cerman, B. F. Striffler, M. Spaeth and W. Barthlott. The dream of staying clean: Lotus and biomimetic surfaces. Bioinspiration and Biomimetics, 2 (2007), 126.
284. Y. A. Song, C. Batista, R. Sarpeshkar and J. Han. Rapid fabrication of microfluidic polymer electrolyte membrane fuel cell in PDMS by surface patterning of perfluorinated ion-exchange resin. Journal of Power Sources, 183 (2008), 674-677.
285. S. L. Spencer, S. Gaudet, J. G. Albeck, J. M. Burke and P. K. Sorger. Non-genetic origins of cell-to-cell variability in TRAIL-induced apoptosis. Nature, 459 (2009), 428-432.
286. D. Spreemann, Y. Manoli, B. Folkmer and D. Mintenbeck. Non-resonant vibration conversion. Journal of Micromechanics and Microengineering, 16 (2006), 169.
287. T. M. Squires and S. R. Quake. Microfluidics: fluid physics at the nanoliter scale. Reviews of Modern Physics, 77 (2005), 977-1026.
288. T. M. Squires, R. J. Messinger and S. R. Manalis. Making it stick: convection, reaction and diffusion in surface-based biosensors. Nature Biotechnology, 26 (2008), 417-426.
289. C. Stagni, D. Esposti, C. Guiducci, C. Paulus, M. Schienle, M. Augustyniak, G. Zuccheri, B. Samor, L. Benini and B. Ricco. Fully electronic CMOS DNA detection array based on capacitance measurement with on-chip analog-to-digital conversion. Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, 69-78, 2006.
290. Thad E. Starner and Joseph A. Paradiso. Human generated power for mobile electronics. In Low Power Electronics Design, ed. C. Piguet (Boca Raton, Flor.: CRC Press; 2005).
291. E. Stern, J. F. Klemic, D. A. Routenberg, P. N. Wyrembak, D. B. Turner-Evans, A. D. Hamilton, D.A. LaVan, T.M. Fahmy and M.A. Reed. Label-free immunodetection with CMOS-compatible semiconducting nanowires. Nature, 445 (2007), 519-522.
292. Kenneth N. Stevens. Acoustic Phonetics (Cambridge, MA: MIT Press, 2000).
293. L. Svensson. Adiabatic and Clock-Powered Circuits. In Low-Power Electronics Design, ed. C. Piguet. (Boca Raton: CRC Press; 2005), pp. 15.11-15.15.
294. L. Svensson, W. C. Athas and R. S. C. Wen, A sub-CV2 pad driver with 10 ns transition time. Proceedings of the International Symposium on Low Power Electronics and Design, Monterey, California, 105-108, 1996.
295. R. M. Swanson and J. D. Meindl. Ion-implanted complementary MOS transistors in low-voltage circuits. IEEE Journal of Solid-State Circuits, 7 (1972), 146-153.
296. T. G. Tang, Q. M. Tieng and M. W. Gunn. Equivalent circuit of a dipole antenna using frequency-independent lumped elements. IEEE Transactions on Antennas and Propagation, 41 (1993), 100-103.
297. D. Tank and J. Hopfield. Simple ‘neural’ optimization networks: An A/D converter, signal decision circuit, and a linear programming circuit. IEEE Transactions on Circuits and Systems, 33 (1986), 533-541.
298. D. W. Tank and J. J. Hopfield. Collective computation in neuronlike circuits. Scientific American, 257 (1987), 104-114.
299. R. Tashiro, N. Kabei, K. Katayama, E. Tsuboi and K. Tsuchiya. Development of an electrostatic generator for a cardiac pacemaker that harnesses the ventricular wall motion. Journal of Artificial Organs, 5 (2002), 239-245.
300. M. Tavakoli and R. Sarpeshkar. An offset-canceling low-noise lock-in architecture for capacitive sensing. IEEE Journal of Solid-State Circuits, 38 (2003), 244-253.
301. M. Tavakoli, L. Turicchia and R. Sarpeshkar. An ultra-low-power pulse oximeter implemented with an energy efficient transimpedance amplifier. IEEE Transactions on Biomedical Circuits and Systems, in press (2009).
302. C. R. Taylor, A. Shkolnik, R. Dmi’el, D. Baharav and A. Borut. Running in cheetahs, gazelles, and goats: energy cost and limb configuration. American Journal of Physiology, 227 (1974), 848-850.
303. H. Tennekes. The Simple Science of Flight: From Insects to Jumbo Jets (Cambridge, Mass.: MIT Press, 1997).
304. F. E. Terman. Radio Engineers Handbook (New York: McGraw-Hill, 1943).
305. Tesla Motors. Available from: www.teslamotors.com.
306. Texas Instruments. TMS320C55x Technical Overview, Literature Number SPRU393. Technical Report: Texas Instruments Incorporated, February 2000.
307. Texas Instruments BGA Mechanical Data, Document MPBG021C. Technical Report: Texas Instruments Incorporated, May 2002.
308. Texas Instruments. TMS320VC5510 Power Consumption Summary, Literature Number SPRA972. Application Report: Texas Instruments Incorporated, November 2003.
309. L. Theogarajan, J. Wyatt, J. Rizzo, B. Drohan, M. Markova, S. Kelly, G. Swider, M. Raj, D. Shire and M. Gingerich. Minimally invasive retinal prosthesis. Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, 99-108, 2006.
310. B. J. Thompson, D. O. North and W. A. Harris. Fluctuations in space-charge-limited currents at moderately high frequencies. RCA Review, 4 (1940).
311. J. Thoné, S. Radiom, D. Turgis, R. Carta, G. Gielen and R. Puers. Design of a 2Mbps FSK near-field transmitter for wireless capsule endoscopy. Sensors & Actuators: A. Physical (2008).
312. C. Toumazou, F. J. Lidgey and D. Haigh. Analogue IC design: The Current-Mode Approach (Herts, United Kingdom: Institution of Engineering and Technology, 1990).
313. Yannis Tsividis. Mixed Analog-Digital VLSI Devices and Technology (Singapore: World Scientific Publishing Company, 2002).
314. Yannis Tsividis. Operation and Modeling of the MOS Transistor. 3rd ed. (New York: Oxford University Press, 2008).
315. Y. P. Tsividis, V. Gopinathan and L. Toth. Companding in signal processing. Electronics Letters, 26 (1990), 1331-1332.
316. Y. Tsividis, N. Krishnapura, Y. Palaskas and L. Toth. Internally varying analog circuits minimize power dissipation. IEEE Circuits and Devices Magazine, 19 (2003), 63-72.
317. L. Turicchia and R. Sarpeshkar. A bio-inspired companding strategy for spectral enhancement. IEEE Transactions on Speech and Audio Processing, 13 (2005), 243-253.
318. L. Turicchia, S. Mandal, M. Tavakoli, L. Fay, V. Misra, J. Bohoruez, W. Sanchez and R. Sarpeshkar. Ultra-low-power Electronics for Non-invasive Medical Monitoring. Proceedings of the IEEE Custom Integrated Circuits Conference (CICC), Invited Paper, 6-5, San Jose, CA, 2009.
319. L. Turicchia, M. O’Halloran, D. P. Kumar and R. Sarpeshkar. A low-power imager and compression algorithms for a brain-machine visual prosthesis for the blind. Proceedings of the SPIE, San Diego, CA, 7035101-7035113, 2008.
320. Aldert Van der Ziel. Noise: Sources, Characterization, Measurement (Englewood Cliffs, N.J.: Prentice-Hall, 1970).
321. M. van Elzakker, E. van Tuijl, P. Geraedts, D. Schinkel, E. Klumperink and B. Nauta. A 1.9 mW 4.4 fJ/Conversion-step 10 b 1MS/s Charge-Redistribution ADC. Digest of Technical Papers IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, CA, 244-610, 2008.
322. M. E. van Valkenburg. Analog Filter Design (New York: Oxford University Press, Inc., 1982).
323. E. Vittoz. Weak Inversion for Ultimate Low-Power Logic. In Low-power Electronics Design, ed. C. Piguet (Boca Raton: CRC Press; 2005), pp. 16-11-16-18.
324. Vatché Vorpérian. Fast Analytical Techniques for Electrical and Electronic Circuits (Cambridge; New York: Cambridge University Press, 2002).
325. G. S. Wagner. Marriott’s Practical Electrocardiography. 10th ed. (Philadelphia: Lippincott, Williams & Wilkins, 2001).
326. R. H. Walden. Analog-to-digital converter survey and analysis. IEEE Journal on Selected Areas in Communications, 17 (1999), 539-550.
327. H. Wang, Y. Chen, A. Hassibi, A. Scherer and A. Hajimiri. A frequency-shift CMOS magnetic biosensor array with single-bead sensitivity and no external magnet. Digest of Technical Papers IEEE International Solid-State Circuits Conference (ISSCC) San Francisco, CA, 438-439, 2009.
328. L. Wang, M. Kondo and A. Bill. Glucose metabolism in cat outer retina. Effects of light and hyperoxia. Investigative Ophthalmology & Visual Science, 38 (1997), 48-55.
329. X. Wang, P. J. Hurst and S. H. Lewis. A 12-bit 20-Msample/s pipelined analog-to-digital converter with nested digital background calibration. IEEE Journal of Solid-State Circuits, 39 (2004), 1799-1808.
330. W. Wattanapanitch, M. Fee and R. Sarpeshkar. An energy-efficient micropower neural recording amplifier. IEEE Transactions on Biomedical Circuits and Systems, 1 (2007), 136-147.
331. L. Watts. Cochlear mechanics: Analysis and analog VLSI. Ph.D. Thesis, Electrical Engineering, California Institute of Technology (1992).
332. K. H. Wee and R. Sarpeshkar. An electronically tunable linear or nonlinear MOS resistor. IEEE Transactions on Circuits and Systems I: Regular Papers, 55 (2008), 2573-2583.
333. K. H. Wee, L. Turicchia and R. Sarpeshkar. An Analog Integrated-Circuit Vocal Tract. IEEE Transactions on Biomedical Circuits and Systems, 2 (2008), 316-327.
334. M. S. Wegmueller, A. Kuhn, J. Froehlich, M. Oberle, N. Felber, N. Kuster and W. Fichtner. An Attempt to Model the Human Body as a Communication Channel. IEEE Transactions on Biomedical Engineering, 54 (2007), 1851-1857.
335. J. D. Weiland and M. S. Humayun. Visual prosthesis. Proceedings of the IEEE, 96 (2008), 1076-1084.
336. Thomas Fischer Weiss. Cellular Biophysics (Cambridge, Mass.: MIT Press, 1996).
337. C. J. Wiggers. The heart. Scientific American, 195 (1957).
338. E. M. Williams. Radio-Frequency Spectrum Analyzers. Proceedings of the IRE, 34 (1946), 18p-22p.
339. B. B. Winter and J. G. Webster. Reduction of interference due to common mode voltage in biopotential amplifiers. IEEE Transactions on Biomedical Engineering, 30 (1983), 58-62.
340. K. D. Wise. Silicon microsystems for neuroscience and neural prostheses. IEEE Engineering in Medicine and Biology Magazine, 24 (2005), 22-29.
341. U. Wismar, D. Wisland and P. Andreani. A 0.2V 0.44/spl mu W 20 kHz Analog to Digital SD Modulator with 57 fJ/conversion FoM. Proceedings of the 32nd European Solid-State Circuits Conference (ESSCIRC), 187-190, 2006.
342. L. S. Y. Wong, S. Hossain, A. Ta, J. Edvinsson, D. H. Rivas, H. Naas, C. R. M. Div and C. A. Sunnyvale. A very low-power CMOS mixed-signal IC for implantable pacemaker applications. IEEE Journal of Solid-State Circuits, 39 (2004), 2446-2456.
343. J. Y. Wong. Theory of Ground Vehicles. 4th ed. (Hoboken, New Jersey: John Wiley & Sons, 2008).
344. J. Wyatt and J. Rizzo. Ocular implants for the blind. IEEE Spectrum, 33 (1996), 47-53.
345. Y. Xia and G. M. Whitesides. Soft lithography. Annual Review of Materials Science, 28 (1998), 153-184.
346. T. Yagi, Y. Funahashi and F. Ariki. Dynamic model of dual layer neural network for vertebrate retina. Proceedings of the International Joint Conference on Neural Networks (IJCNN), Washington, D.C., 787-789, 1989.
347. Guang Zong Yang. Body Sensor Networks (London: Springer-Verlag, 2006).
348. H. Y. Yang. A time-based energy-efficient analog-to-digital converter. Ph.D. Thesis, Electrical Engineering and Computer Science, Massachusetts Institute of Technology (2006).
349. H. Y. Yang and R. Sarpeshkar. A time-based energy-efficient analog-to-digital converter. IEEE Journal of Solid-State Circuits, 40 (2005), 1590-1601.
350. H. Y. Yang and R. Sarpeshkar. A Bio-Inspired Ultra-Energy-Efficient Analog-to-Digital Converter for Biomedical Applications. IEEE Transactions on Circuits and Systems I: Regular Papers, 53 (2006), 2349-2356.
351. R. F. Yazicioglu, P. Merken, R. Puers and C. Van Hoof. A 200 mW Eight-Channel EEG Acquisition ASIC for Ambulatory EEG Systems. IEEE Journal of Solid-State Circuits, 43 (2008), 3025-3038.
352. C. J. Yu, Y. Wan, H. Yowanto, J. Li, C. Tao, M. D. James, C. L. Tan, G. F. Blackburn and T. J. Meade. Electronic detection of single-base mismatches in DNA with ferrocene-modified probes. Journal of the American Chemical Society, 123 (2001), 11155-11161.
353. M. R. Yuce, T. Dissanayake and H. C. Keong. Wireless telemetry for electronic pill technology. Proceedings of the IEEE Conference on Sensors, Christchurch, New Zealand, 2009.
354. B. Zhai, L. Nazhandali, J. Olson, A. Reeves, M. Minuth, R. Helfand, Pant Sanjay, D. Blaauw and T. Austin. A 2.60pJ/Inst Subthreshold Sensor Processor for Optimal Energy Efficiency. Proceedings of the IEEE Symposium on VLSI Circuits, Honolulu, 154-155, 2006.
355. S. M. Zhak. Modeling and design of an active silicon cochlea. Ph.D. Thesis, Electrical Engineering, Massachusetts Institute of Technology (2008).
356. S. M. Zhak, M. W. Baker and R. Sarpeshkar. A low-power wide dynamic range envelope detector. IEEE Journal of Solid-State Circuits, 38 (2003), 1750-1753.
357. B. Zhao, J. S. Moore and D. J. Beebe. Surface-directed liquid flow inside microchannels. Science, 291 (2001), 1023-1026.
358. V. V. Zhirnov, R. K. Cavin III, J. A. Hutchby and G. I. Bourianoff. Limits to binary logic switch scaling-a gedanken model. Proceedings of the IEEE, 91 (2003), 1934-1939.
359. G. Zweig. Finding the impedance of the organ of Corti. The Journal of the Acoustical Society of America, 89 (1991), 1229.
360. G. Zweig, R. Lipes and J. R. Pierce. The cochlear compromise. The Journal of the Acoustical Society of America, 59 (1976), 975.