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Volumn 10, Issue 1, 2016, Pages 243-254

A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits

Author keywords

Biohybrid interface; biological realtime neuromorphic system; deep submicron switched capacitor; low leakage switched capacitor; switched capacitor neuromorphic circuits

Indexed keywords

LEAKAGE CURRENTS;

EID: 84922690195     PISSN: 19324545     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBCAS.2014.2379294     Document Type: Article
Times cited : (96)

References (51)
  • 2
    • 84878273159 scopus 로고    scopus 로고
    • Design and validation of a real-time spiking-neural-network decoder for brain-machine interfaces
    • J. Dethier, P. Nuyujukian, S. I. Ryu, K. V. Shenoy, and K. Boahen, "Design and validation of a real-time spiking-neural-network decoder for brain-machine interfaces," J. Neural Eng., vol. 10, no. 3, p. 036008, 2013.
    • (2013) J. Neural Eng. , vol.10 , Issue.3 , pp. 036008
    • Dethier, J.1    Nuyujukian, P.2    Ryu, S.I.3    Shenoy, K.V.4    Boahen, K.5
  • 4
    • 33748413491 scopus 로고    scopus 로고
    • Dedicated implementation of embedded vision systems employing low-power massively parallel feature computation
    • A. König, C. Mayr, T. Bormann, and C. Klug, "Dedicated implementation of embedded vision systems employing low-power massively parallel feature computation," in Proc. 3rd VIVA-Workshop Low-Power Information Processing, 2002, pp. 1-8.
    • (2002) Proc. 3rd VIVA-Workshop Low-Power Information Processing , pp. 1-8
    • König, A.1    Mayr, C.2    Bormann, T.3    Klug, C.4
  • 6
    • 34248648501 scopus 로고    scopus 로고
    • Gabor-like image filtering using a neural microcircuit
    • C. Mayr, A. Heittmann, and R. Schüffny, "Gabor-like image filtering using a neural microcircuit," IEEE Trans. Neural Netw., vol. 18, pp. 955-959, 2007.
    • (2007) IEEE Trans. Neural Netw. , vol.18 , pp. 955-959
    • Mayr, C.1    Heittmann, A.2    Schüffny, R.3
  • 7
    • 34548821852 scopus 로고    scopus 로고
    • Synaptic dynamics in analog VLSI
    • C. Bartolozzi and G. Indiveri, "Synaptic dynamics in analog VLSI," Neural Comput., vol. 19, no. 10, pp. 2581-2603, 2007.
    • (2007) Neural Comput. , vol.19 , Issue.10 , pp. 2581-2603
    • Bartolozzi, C.1    Indiveri, G.2
  • 8
  • 9
    • 84897963931 scopus 로고    scopus 로고
    • An event-based neural network architecture with an asynchronous programmable synaptic memory
    • Feb
    • S. Moradi and G. Indiveri, "An event-based neural network architecture with an asynchronous programmable synaptic memory," IEEE Trans. Biomed. Circuits Syst., vol. 8, no. 1, pp. 98-107, Feb. 2014.
    • (2014) IEEE Trans. Biomed. Circuits Syst. , vol.8 , Issue.1 , pp. 98-107
    • Moradi, S.1    Indiveri, G.2
  • 11
    • 80455156136 scopus 로고    scopus 로고
    • A 45 nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons
    • J. Seo et al., "A 45 nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons," in Proc. IEEE Custom Integrated Circuits Conf., 2011, pp. 1-4.
    • (2011) Proc. IEEE Custom Integrated Circuits Conf. , pp. 1-4
    • Seo, J.1
  • 12
    • 33846098196 scopus 로고    scopus 로고
    • Dynamically reconfigurable silicon array of spiking neurons with conductance- based synapses
    • R. J. Vogelstein, U. Mallik, J. T. Vogelstein, and G. Cauwenberghs, "Dynamically reconfigurable silicon array of spiking neurons with conductance- based synapses," IEEE Trans. Neural Netw., vol. 18, no. 1, pp. 253-265, 2007.
    • (2007) IEEE Trans. Neural Netw. , vol.18 , Issue.1 , pp. 253-265
    • Vogelstein, R.J.1    Mallik, U.2    Vogelstein, J.T.3    Cauwenberghs, G.4
  • 15
    • 84876162772 scopus 로고    scopus 로고
    • Holding multiple items in short term memory: A neural mechanism
    • E. T. Rolls, L. Dempere-Marco, and G. Deco, "Holding multiple items in short term memory: A neural mechanism," PloS One, vol. 8, no. 4, p. e61078, 2013.
    • (2013) PloS One , vol.8 , Issue.4 , pp. e61078
    • Rolls, E.T.1    Dempere-Marco, L.2    Deco, G.3
  • 16
    • 80355135521 scopus 로고    scopus 로고
    • Rate and pulse based plasticity governed by local synaptic state variables
    • C. Mayr and J. Partzsch, "Rate and pulse based plasticity governed by local synaptic state variables," Frontiers Synaptic Neurosci., vol. 2, no. 33, p. 28, 2010.
    • (2010) Frontiers Synaptic Neurosci. , vol.2 , Issue.33 , pp. 28
    • Mayr, C.1    Partzsch, J.2
  • 17
    • 84861842598 scopus 로고    scopus 로고
    • Enhancement of neural representation capacity by modular architecture in networks of cortical neurons
    • O. Levy, N. Ziv, and S. Marom, "Enhancement of neural representation capacity by modular architecture in networks of cortical neurons," Eur. J. Neuros., vol. 35, pp. 1753-1760, 2012.
    • (2012) Eur. J. Neuros. , vol.35 , pp. 1753-1760
    • Levy, O.1    Ziv, N.2    Marom, S.3
  • 21
    • 33645692081 scopus 로고    scopus 로고
    • Managing subthreshold leakage in charge-based analog circuits with low-vth transistors by analog T- switch (AT-switch) and super cut-off CMOS (SCCMOS)
    • Apr
    • K. Ishida, K. Kanda, A. Tamtrakarn, H. Kawaguchi, and T. Sakurai, "Managing subthreshold leakage in charge-based analog circuits with low-vth transistors by analog T- switch (AT-switch) and super cut-off CMOS (SCCMOS)," IEEE J. Solid-State Circuits, vol. 41, no. 4, pp. 859-867, Apr. 2006.
    • (2006) IEEE J. Solid-State Circuits , vol.41 , Issue.4 , pp. 859-867
    • Ishida, K.1    Kanda, K.2    Tamtrakarn, A.3    Kawaguchi, H.4    Sakurai, T.5
  • 22
    • 84876547706 scopus 로고    scopus 로고
    • A fully integrated 8-channel closed-loop neural-prosthetic SoC for real-time epileptic seizure control
    • W. Chen et al., "A fully integrated 8-channel closed-loop neural-prosthetic SoC for real-time epileptic seizure control," in Proc. IEEE Int. Solid-State Circuits Conf., Dig. Tech. Papers, 2013, pp. 286-288.
    • (2013) Proc. IEEE Int. Solid-State Circuits Conf., Dig. Tech. Papers , pp. 286-288
    • Chen, W.1
  • 29
    • 0032574789 scopus 로고    scopus 로고
    • Differential signaling via the same axon of neocortical pyramidal neurons
    • H. Markram, Y. Wang, and M. Tsodyks, "Differential signaling via the same axon of neocortical pyramidal neurons," Proc. Nat. Acad. Sci, vol. 95, pp. 5323-5328, 1998.
    • (1998) Proc. Nat. Acad. Sci , vol.95 , pp. 5323-5328
    • Markram, H.1    Wang, Y.2    Tsodyks, M.3
  • 30
    • 36248934673 scopus 로고    scopus 로고
    • Learning real-world stimuli in a neural network with spike-driven synaptic dynamics
    • J. Brader, W. Senn, and S. Fusi, "Learning real-world stimuli in a neural network with spike-driven synaptic dynamics," Neural Comput., vol. 19, pp. 2881-2912, 2007.
    • (2007) Neural Comput. , vol.19 , pp. 2881-2912
    • Brader, J.1    Senn, W.2    Fusi, S.3
  • 31
    • 84949116358 scopus 로고    scopus 로고
    • Switched-capacitor realization of presynaptic short-term plasticity and stop-learning synapses in 28 nm CMOS
    • M. Noack, J. Partzsch, C. G. Mayr, S. Häntzsche, S. Scholze, S. Höppner, G. Ellguth, and R. Schüffny, "Switched-capacitor realization of presynaptic short-term plasticity and stop-learning synapses in 28 nm CMOS," Frontiers Neurosci., vol. 9, no. 00010, 2015 [Online]. Available: http://www.frontiersin.org/Journal/Abstract.aspx?s=755&name=neuromorphic-engineering&ART-DOI=10.3389/fnins.2015.00010, DOI: 10.3389/fnins.2015.00010, ISSN: 1662-453X.
    • (2015) Frontiers Neurosci. , vol.9 , pp. 00010
    • Noack, M.1    Partzsch, J.2    Mayr, C.G.3    Häntzsche, S.4    Scholze, S.5    Höppner, S.6    Ellguth, G.7    Schüffny, R.8
  • 32
    • 0033703468 scopus 로고    scopus 로고
    • Very low-voltage fully differential amplifier for switched-capacitor applications
    • Geneva, Switzerland, vol 5
    • M. Dessouky and A. Kaiser, "Very low-voltage fully differential amplifier for switched-capacitor applications," in Proc. IEEE Int. Symp. Circuits and Systems, Geneva, Switzerland, 2000, vol. 5, pp. 441-444, vol. 5.
    • (2000) Proc. IEEE Int. Symp. Circuits and Systems , vol.5 , pp. 441-444
    • Dessouky, M.1    Kaiser, A.2
  • 33
    • 33646864552 scopus 로고    scopus 로고
    • Leakage current mechanisms and leakage reduction techniques in deep-submicrometer CMOS circuits
    • Feb
    • K. Roy, S. Mukhopadhyay, and H. Mahmoodi-Meimand, "Leakage current mechanisms and leakage reduction techniques in deep-submicrometer CMOS circuits," Proc. IEEE, vol. 91, no. 2, pp. 305-327, Feb. 2003.
    • (2003) Proc. IEEE , vol.91 , Issue.2 , pp. 305-327
    • Roy, K.1    Mukhopadhyay, S.2    Mahmoodi-Meimand, H.3
  • 34
    • 0030286542 scopus 로고    scopus 로고
    • Circuit techniques for reducing the effects of op-amp imperfections: Autozeroing correlated double sampling and chopper stabilization
    • Nov
    • C. Enz and G. Temes, "Circuit techniques for reducing the effects of op-amp imperfections: Autozeroing, correlated double sampling, and chopper stabilization," Proc. IEEE, vol. 84, no. 11, pp. 1584-1614, Nov. 1996.
    • (1996) Proc. IEEE , vol.84 , Issue.11 , pp. 1584-1614
    • Enz, C.1    Temes, G.2
  • 35
    • 0036834701 scopus 로고    scopus 로고
    • Real-time computing without stable states: A new framework for neural computation based on perturbations
    • W. Maass, T. Natschläger, and H. Markram, "Real-time computing without stable states: A new framework for neural computation based on perturbations," Neural Comput., vol. 14, no. 11, pp. 2531-2560, 2002.
    • (2002) Neural Comput. , vol.14 , Issue.11 , pp. 2531-2560
    • Maass, W.1    Natschläger, T.2    Markram, H.3
  • 37
    • 84905924156 scopus 로고    scopus 로고
    • Configurable analog-digital conversion using the neural engineering framework
    • C. Mayr, J. Partzsch, M. Noack, and R. Schüffny, "Configurable analog-digital conversion using the neural engineering framework," Frontiers Neurosci., vol. 8, no. 201, p. 16, 2014.
    • (2014) Frontiers Neurosci. , vol.8 , Issue.201 , pp. 16
    • Mayr, C.1    Partzsch, J.2    Noack, M.3    Schüffny, R.4
  • 38
    • 84887424523 scopus 로고    scopus 로고
    • Finding a roadmap to achieve large neuromorphic hardware systems
    • J. Hasler and B. Marr, "Finding a roadmap to achieve large neuromorphic hardware systems," Frontiers Neurosci., vol. 7, 2013.
    • (2013) Frontiers Neurosci. , vol.7
    • Hasler, J.1    Marr, B.2
  • 39
    • 33244465845 scopus 로고    scopus 로고
    • A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity
    • G. Indiveri, E. Chicca, and R. Douglas, "A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 211-221, 2006.
    • (2006) IEEE Trans. Neural Netw. , vol.17 , Issue.1 , pp. 211-221
    • Indiveri, G.1    Chicca, E.2    Douglas, R.3
  • 40
    • 0742268981 scopus 로고    scopus 로고
    • Threshold voltage mismatch and intra-die leakage current in digital CMOS circuits
    • Jan
    • J. P. de Gyvez and H. Tuinhout, "Threshold voltage mismatch and intra-die leakage current in digital CMOS circuits," IEEE J. Solid-State Circuits, vol. 39, no. 1, pp. 157-168, Jan. 2004.
    • (2004) IEEE J. Solid-State Circuits , vol.39 , Issue.1 , pp. 157-168
    • De Gyvez, J.P.1    Tuinhout, H.2
  • 41
    • 20444492464 scopus 로고    scopus 로고
    • Device mismatch and tradeoffs in the design of analog circuits
    • P. R. Kinget, "Device mismatch and tradeoffs in the design of analog circuits," IEEE J. Solid-State Circuits, vol. 40, no. 6, pp. 1212-1224, 2005.
    • (2005) IEEE J. Solid-State Circuits , vol.40 , Issue.6 , pp. 1212-1224
    • Kinget, P.R.1
  • 44
    • 70350570494 scopus 로고    scopus 로고
    • A novel ADPLL design using successive approximation frequency control
    • H. Eisenreich, C. Mayr, S. Henker, M. Wickert, and R. Schüffny, "A novel ADPLL design using successive approximation frequency control," Elsevier Microelectron. J., vol. 40, no. 11, pp. 1613-1622, 2009.
    • (2009) Elsevier Microelectron. J. , vol.40 , Issue.11 , pp. 1613-1622
    • Eisenreich, H.1    Mayr, C.2    Henker, S.3    Wickert, M.4    Schüffny, R.5
  • 45
    • 80455149790 scopus 로고    scopus 로고
    • A digital neurosynaptic core using embedded crossbar memory with 45 pJ per spike in 45 nm
    • P. Merolla et al., "A digital neurosynaptic core using embedded crossbar memory with 45 pJ per spike in 45 nm," in Proc. IEEE Custom Integrated Circuits Conf., 2011, pp. 1-4.
    • (2011) Proc. IEEE Custom Integrated Circuits Conf. , pp. 1-4
    • Merolla, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.