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Volumn , Issue , 2012, Pages

Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL NEURAL SYSTEMS; DEVICE MISMATCH; DIGITAL COMMUNICATIONS; NETWORK TOPOLOGY; NEURAL COMPUTATIONS; NEUROMORPHIC SYSTEMS; NEUROMORPHIC VLSI; SILICON NEURON; SOFTWARE SIMULATION; SPIKING NEURAL NETWORKS; VERY LARGE SCALE INTEGRATION CHIPS;

EID: 84865081970     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2012.6252636     Document Type: Conference Paper
Times cited : (30)

References (30)
  • 1
    • 0032477877 scopus 로고    scopus 로고
    • Fine structure of neural spiking and synchronization in the presence of conduction delays
    • Feb.
    • G. B. Ermentrout and N. Kopell, "Fine structure of neural spiking and synchronization in the presence of conduction delays." Proceedings of the National Academy of Sciences of the United States of America, vol. 95, no. 3, pp. 1259-1264, Feb. 1998. [Online]. Available: http://www.pnas.org/content/ 95/3/1259.full.abstract
    • (1998) Proceedings of the National Academy of Sciences of the United States of America , vol.95 , Issue.3 , pp. 1259-1264
    • Ermentrout, G.B.1    Kopell, N.2
  • 2
    • 3242768234 scopus 로고    scopus 로고
    • Spike-timing dynamics of neuronal groups
    • Aug.
    • E. M. Izhikevich, J. A. Gally, and G. M. Edelman, "Spike-timing Dynamics of Neuronal Groups," Cereb. Cortex, vol. 14, no. 8, pp. 933-944, Aug. 2004. [Online]. Available: http://dx.doi.org/10.1093/cercor/bhh053
    • (2004) Cereb. Cortex , vol.14 , Issue.8 , pp. 933-944
    • Izhikevich, E.M.1    Gally, J.A.2    Edelman, G.M.3
  • 3
    • 79959856130 scopus 로고    scopus 로고
    • Neurobiologically realistic determinants of self-organized criticality in networks of spiking neurons
    • 002 038+, June
    • M. Rubinov, O. Sporns, J.-P. Thivierge, and M. Breakspear, "Neurobiologically Realistic Determinants of Self-Organized Criticality in Networks of Spiking Neurons," PLoS Comput Biol, vol. 7, no. 6, pp. e1 002 038+, June 2011. [Online]. Available: http: //dx.doi.org/10.1371/journal.pcbi. 1002038
    • (2011) PLoS Comput Biol , vol.7 , Issue.6
    • Rubinov, M.1    Sporns, O.2    Thivierge, J.-P.3    Breakspear, M.4
  • 4
    • 1542400571 scopus 로고    scopus 로고
    • Enhancement of neural synchrony by time delay
    • Feb
    • M. Dhamala, V. K. Jirsa, and M. Ding, "Enhancement of neural synchrony by time delay," Phys. Rev. Lett., vol. 92, p. 074104, Feb 2004. [Online]. Available: http://link.aps.org/doi/10.1103/PhysRevLett.92.074104
    • (2004) Phys. Rev. Lett. , vol.92 , pp. 074104
    • Dhamala, M.1    Jirsa, V.K.2    Ding, M.3
  • 5
    • 0342364227 scopus 로고
    • Axonal delay lines for time measurement in the owl's brainstem
    • Nov.
    • C. E. Carr and M. Konishi, "Axonal delay lines for time measurement in the owl's brainstem," Proceedings of the National Academy of Sciences, vol. 85, no. 21, pp. 8311-8315, Nov. 1988. [Online]. Available: http://www.pnas.org/content/85/21/8311.abstract
    • (1988) Proceedings of the National Academy of Sciences , vol.85 , Issue.21 , pp. 8311-8315
    • Carr, C.E.1    Konishi, M.2
  • 6
    • 0000293092 scopus 로고
    • Artificial dendritic trees
    • J. Elias, "Artificial dendritic trees," Neural Computation, vol. 5, pp. 648- 664, 1993.
    • (1993) Neural Computation , vol.5 , pp. 648-664
    • Elias, J.1
  • 7
    • 0001929744 scopus 로고    scopus 로고
    • Building silicon nervous systems with dendritic tree neuromorphs
    • W. Maass and C. Bishop, Eds. MIT Press, ch. 5
    • D. Northmore and J. Elias, "Building silicon nervous systems with dendritic tree neuromorphs," in Pulsed Neural Networks, W. Maass and C. Bishop, Eds. MIT Press, 1998, ch. 5, pp. 135-156.
    • (1998) Pulsed Neural Networks , pp. 135-156
    • Northmore, D.1    Elias, J.2
  • 8
    • 77955997735 scopus 로고    scopus 로고
    • Multilayer processing of spatiotemporal spike patterns in a neuron with active dendrites
    • Y. Wang and S.-C. Liu, "Multilayer processing of spatiotemporal spike patterns in a neuron with active dendrites," Neural Computation, vol. 8, pp. 2086-2112, 2010.
    • (2010) Neural Computation , vol.8 , pp. 2086-2112
    • Wang, Y.1    Liu, S.-C.2
  • 9
    • 79960880797 scopus 로고    scopus 로고
    • A programmable axonal propagation delay circuit for time-delay spiking neural networks
    • May 15-19 2011, Rio de Janeiro, Brazil IEEE
    • R. Wang, C. T. Jin, A. McEwan, and A. van Schaik, "A programmable axonal propagation delay circuit for time-delay spiking neural networks," in International Symposium on Circuits and Systems (ISCAS 2011), May 15-19 2011, Rio de Janeiro, Brazil. IEEE, 2011, pp. 869-872.
    • (2011) International Symposium on Circuits and Systems (ISCAS 2011) , pp. 869-872
    • Wang, R.1    Jin, C.T.2    McEwan, A.3    Van Schaik, A.4
  • 10
    • 84862183463 scopus 로고    scopus 로고
    • Emergent auditory feature tuning in a real-time neuromorphic vlsi system
    • S. Sheik, M. Coath, G. Indiveri, S. Denham, T. Wennekers, and E. Chicca, "Emergent auditory feature tuning in a real-time neuromorphic vlsi system," Frontiers in Neuroscience, vol. 6, no. 17, 2012. [Online]. Available: http://ncs.ethz.ch/pubs/pdf/Sheik etal12.pdf
    • (2012) Frontiers in Neuroscience , vol.6 , Issue.17
    • Sheik, S.1    Coath, M.2    Indiveri, G.3    Denham, S.4    Wennekers, T.5    Chicca, E.6
  • 12
    • 35948993879 scopus 로고    scopus 로고
    • Neurotech for neuroscience: Unifying concepts, organizing principles, and emerging tools
    • R. Silver, K. Boahen, S. Grillner, N. Kopell, and K. Olsen, "Neurotech for neuroscience: unifying concepts, organizing principles, and emerging tools," Journal of Neuroscience, vol. 27, no. 44, p. 11807, 2007.
    • (2007) Journal of Neuroscience , vol.27 , Issue.44 , pp. 11807
    • Silver, R.1    Boahen, K.2    Grillner, S.3    Kopell, N.4    Olsen, K.5
  • 14
    • 0033740171 scopus 로고    scopus 로고
    • Point-to-point connectivity between neuromorphic chips using address-events
    • K. Boahen, "Point-to-point connectivity between neuromorphic chips using address-events," IEEE Transactions on Circuits and Systems II, vol. 47, no. 5, pp. 416-34, 2000.
    • (2000) IEEE Transactions on Circuits and Systems II , vol.47 , Issue.5 , pp. 416-434
    • Boahen, K.1
  • 15
    • 4043137376 scopus 로고    scopus 로고
    • A burst-mode word-serial address-event link - I: Transmitter design
    • -, "A burst-mode word-serial address-event link - I: Transmitter design," IEEE Transactions on Circuits and Systems I, vol. 51, no. 7, pp. 1269-80, 2004.
    • (2004) IEEE Transactions on Circuits and Systems i , vol.51 , Issue.7 , pp. 1269-1280
    • Boahen, K.1
  • 16
    • 79957876155 scopus 로고    scopus 로고
    • A PCI based high-fanout AER mapper with 2 GiB RAM look-up table, 0:8 μs latency and 66 mhz output event-rate
    • Johns Hopkins University, March
    • D. Fasnacht and G. Indiveri, "A PCI based high-fanout AER mapper with 2 GiB RAM look-up table, 0:8 μs latency and 66 mhz output event-rate," in Conference on Information Sciences and Systems, CISS 2011, Johns Hopkins University, March 2011, pp. 1-6. [Online]. Available: http://ncs.ethz.ch/pubs/pdf/Fasnacht Indiveri11.pdf
    • (2011) Conference on Information Sciences and Systems, CISS 2011 , pp. 1-6
    • Fasnacht, D.1    Indiveri, G.2
  • 20
    • 0000238374 scopus 로고
    • Analog VLSI phototransduction by continuous-time, adaptive, logarithmic photoreceptor circuits
    • C. Koch and H. Li, Eds. Los Alamitos, CA: IEEE Computer Society Press
    • T. Delbruck and C. Mead, "Analog VLSI phototransduction by continuous-time, adaptive, logarithmic photoreceptor circuits," in Vision Chips: Implementing vision algorithms with analog VLSI circuits, C. Koch and H. Li, Eds. Los Alamitos, CA: IEEE Computer Society Press, 1995, pp. 139-161.
    • (1995) Vision Chips: Implementing Vision Algorithms with Analog VLSI Circuits , pp. 139-161
    • Delbruck, T.1    Mead, C.2
  • 21
    • 0033316936 scopus 로고    scopus 로고
    • Neuromorphic analog VLSI sensor for visual tracking: Circuits and application examples
    • G. Indiveri, "Neuromorphic analog VLSI sensor for visual tracking: Circuits and application examples," IEEE Transactions on Circuits and Systems II, vol. 46, no. 11, pp. 1337-1347, 1999. [Online]. Available: http://ncs.ethz.ch/pubs/pdf/Indiveri99.pdf
    • (1999) IEEE Transactions on Circuits and Systems II , vol.46 , Issue.11 , pp. 1337-1347
    • Indiveri, G.1
  • 22
    • 0033358370 scopus 로고    scopus 로고
    • A robust analog VLSI motion sensor based on the visual system of the fly
    • R. Harrison and C. Koch, "A robust analog VLSI motion sensor based on the visual system of the fly," Autonomous Robots, vol. 7, pp. 211-224, 1999.
    • (1999) Autonomous Robots , vol.7 , pp. 211-224
    • Harrison, R.1    Koch, C.2
  • 23
    • 0032690039 scopus 로고    scopus 로고
    • Silicon retina with adaptive filtering properties
    • February
    • S.-C. Liu, "Silicon retina with adaptive filtering properties," Analog Integrated Circuits and Signal Processing, vol. 18, no. 2/3, pp. 243-254, February 1999.
    • (1999) Analog Integrated Circuits and Signal Processing , vol.18 , Issue.2-3 , pp. 243-254
    • Liu, S.-C.1
  • 24
    • 44349136409 scopus 로고    scopus 로고
    • Minimizing the effect of process mismatch in a neuromorphic system using spike-timing-dependent adaptation
    • May
    • K. Cameron and A. Murray, "Minimizing the effect of process mismatch in a neuromorphic system using spike-timing-dependent adaptation," Neural Networks, IEEE Transactions on, vol. 19, no. 5, pp. 899-913, May 2008.
    • (2008) Neural Networks, IEEE Transactions on , vol.19 , Issue.5 , pp. 899-913
    • Cameron, K.1    Murray, A.2
  • 26
    • 58149464971 scopus 로고    scopus 로고
    • Global scaling of synaptic efficacy: Homeostasis in silicon synapses
    • Jan
    • C. Bartolozzi and G. Indiveri, "Global scaling of synaptic efficacy: Homeostasis in silicon synapses," Neurocomputing, vol. 72, no. 4-6, pp. 726-731, Jan 2009. [Online]. Available: http://ncs.ethz.ch/pubs/pdf/Bartolozzi Indiveri09.pdf
    • (2009) Neurocomputing , vol.72 , Issue.4-6 , pp. 726-731
    • Bartolozzi, C.1    Indiveri, G.2
  • 27
    • 79952423693 scopus 로고    scopus 로고
    • A device mismatch compensation method for VLSI spiking neural networks
    • IEEE
    • E. Neftci and G. Indiveri, "A device mismatch compensation method for VLSI spiking neural networks," in Biomedical Circuits and Systems Conference BIOCAS 2010. IEEE, 2010, pp. 262-265. [Online]. Available: http://ncs.ethz.ch/pubs/pdf/Neftci Indiveri10.pdf
    • (2010) Biomedical Circuits and Systems Conference BIOCAS 2010 , pp. 262-265
    • Neftci, E.1    Indiveri, G.2
  • 28
    • 34548821852 scopus 로고    scopus 로고
    • Synaptic dynamics in analog VLSI
    • Oct
    • C. Bartolozzi and G. Indiveri, "Synaptic dynamics in analog VLSI," Neural Computation, vol. 19, no. 10, pp. 2581-2603, Oct 2007. [Online]. Available: http://ncs.ethz.ch/pubs/pdf/BartolozziIndiveri07b.pdf
    • (2007) Neural Computation , vol.19 , Issue.10 , pp. 2581-2603
    • Bartolozzi, C.1    Indiveri, G.2
  • 29
    • 0017904940 scopus 로고
    • Axonal conduction velocity and voluntary discharge properties of individual short toe extensor motor units in man
    • J. Borg, L. Grimby, and J. Hannerz, "Axonal conduction velocity and voluntary discharge properties of individual short toe extensor motor units in man." The Journal of Physiology, vol. 277, no. 1, pp. 143-152, 1978. [Online]. Available: http://jp.physoc.org/content/277/1/143.abstract
    • (1978) The Journal of Physiology , vol.277 , Issue.1 , pp. 143-152
    • Borg, J.1    Grimby, L.2    Hannerz, J.3
  • 30
    • 33644898137 scopus 로고    scopus 로고
    • Polychronization: Computation with spikes
    • February
    • E. M. Izhikevich, "Polychronization: Computation with spikes," Neural Comput., vol. 18, pp. 245-282, February 2006. [Online]. Available: http://dl.acm.org/citation.cfm?id=1117652.1117653
    • (2006) Neural Comput. , vol.18 , pp. 245-282
    • Izhikevich, E.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.