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Volumn , Issue , 2008, Pages 2154-2157

Temporally learning floating-gate VLSI synapses

Author keywords

[No Author keywords available]

Indexed keywords

ABS RESINS; COMPUTER NETWORKS; MECHANISMS; TECHNICAL PRESENTATIONS; TUNNELING (EXCAVATION);

EID: 51749123739     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2008.4541877     Document Type: Conference Paper
Times cited : (17)

References (19)
  • 3
    • 33646891546 scopus 로고    scopus 로고
    • Adaptive CMOS: From biological inspiration to systems-on-a-chip
    • C. Diorio, D. Hsu, and M. Figueroa, "Adaptive CMOS: From biological inspiration to systems-on-a-chip," Proceedings of IEEE, vol. 90, no. 3, pp. 345-357, 2002.
    • (2002) Proceedings of IEEE , vol.90 , Issue.3 , pp. 345-357
    • Diorio, C.1    Hsu, D.2    Figueroa, M.3
  • 4
    • 4344622157 scopus 로고    scopus 로고
    • J. Dugger and P. Hasler, Supervised learning in a two-input analog floating-gate node, in Proceedings of the 2004 IEEE International Symposium on Circuits and Systems, V, May 2004, pp. 756-759, ISCAS 2004, 23 May-26 May.
    • J. Dugger and P. Hasler, "Supervised learning in a two-input analog floating-gate node," in Proceedings of the 2004 IEEE International Symposium on Circuits and Systems, vol. V, May 2004, pp. 756-759, ISCAS 2004, 23 May-26 May.
  • 5
    • 84899025687 scopus 로고    scopus 로고
    • On-chip compensation of device-mismatch effects in analog VLSI neural networks
    • L. Saul, Y. Weiss, and L. Bottou, Eds. Cambridge, MA: MIT Press
    • M. Figueroa, S. Bridges, and C. Diorio, "On-chip compensation of device-mismatch effects in analog VLSI neural networks," in Advances in Neural Information Processing Systems, L. Saul, Y. Weiss, and L. Bottou, Eds. Cambridge, MA: MIT Press, 2005, vol. 17, pp. 441-448.
    • (2005) Advances in Neural Information Processing Systems , vol.17 , pp. 441-448
    • Figueroa, M.1    Bridges, S.2    Diorio, C.3
  • 6
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning through spike-timing-dependent synaptic plasticity
    • S. Song, K. Miller, and L. Abbott, "Competitive Hebbian learning through spike-timing-dependent synaptic plasticity," Nature Neuroscience, vol. 3, no. 9, pp. 919-926, 2000.
    • (2000) Nature Neuroscience , vol.3 , Issue.9 , pp. 919-926
    • Song, S.1    Miller, K.2    Abbott, L.3
  • 7
    • 84898988362 scopus 로고    scopus 로고
    • Neuromorphic bistable VLSI synapses with spike-timing-dependent plasticity
    • S. Becker, S. Thrun, and K. Obermayer, Eds. Cambridge, MA: MIT Press
    • G. Indiveri, "Neuromorphic bistable VLSI synapses with spike-timing-dependent plasticity," in Advances in Neural Information Processing Systems, S. Becker, S. Thrun, and K. Obermayer, Eds. Cambridge, MA: MIT Press, 2003, vol. 15, pp. 1091-1098.
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 1091-1098
    • Indiveri, G.1
  • 8
    • 27944442473 scopus 로고    scopus 로고
    • Synchrony detection by analogue VLSI neurons with bimodal STDP synapses
    • S. Thrun, L. Saul, and B. Schölkopf, Eds. Cambridge, MA: MIT Press
    • A. Bofill-i Petit and A. F. Murray, "Synchrony detection by analogue VLSI neurons with bimodal STDP synapses," in Advances in Neural Information Processing Systems, S. Thrun, L. Saul, and B. Schölkopf, Eds. Cambridge, MA: MIT Press, 2004, vol. 16.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Bofill-i Petit, A.1    Murray, A.F.2
  • 9
    • 84864066905 scopus 로고    scopus 로고
    • Learning in silicon: Timing is everything
    • Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press
    • J. Arthur and K. Boahen, "Learning in silicon: timing is everything," in Advances in Neural Information Processing Systems, Y. Weiss, B. Schölkopf, and J. Platt, Eds. Cambridge, MA: MIT Press, 2006, vol. 18, pp. 75-82.
    • (2006) Advances in Neural Information Processing Systems , vol.18 , pp. 75-82
    • Arthur, J.1    Boahen, K.2
  • 11
    • 0032657574 scopus 로고    scopus 로고
    • P. Häfliger and M. Mahowald, Spike based normalizing Hebbian learning in an analog VLSI artificial neuron, Analog Integrated Circuits and Signal Processing, 18: Special issue on Learning in Silicon, no. 2/3, pp. 133-140, February 1999.
    • P. Häfliger and M. Mahowald, "Spike based normalizing Hebbian learning in an analog VLSI artificial neuron," Analog Integrated Circuits and Signal Processing, vol. 18: Special issue on Learning in Silicon, no. 2/3, pp. 133-140, February 1999.
  • 12
    • 0003535110 scopus 로고    scopus 로고
    • Foundations of learning in analog VLSI,
    • Ph.D. dissertation, California Institute of Technology, Pasadena, CA
    • P. Hasler, "Foundations of learning in analog VLSI," Ph.D. dissertation, California Institute of Technology, Pasadena, CA, 1997.
    • (1997)
    • Hasler, P.1
  • 13
    • 84899027863 scopus 로고    scopus 로고
    • Learning spike-based correlations and conditional probabilities
    • T. Dietterich, S. Becker, and Z. Ghahramani, Eds. Cambridge, MA: MIT Press
    • A. P. Shon, D. Hsu, and C. Diorio, "Learning spike-based correlations and conditional probabilities," in Advances in Neural Information Processing Systems, T. Dietterich, S. Becker, and Z. Ghahramani, Eds. Cambridge, MA: MIT Press, 2002, vol. 14, pp. 1123-1130.
    • (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 1123-1130
    • Shon, A.P.1    Hsu, D.2    Diorio, C.3
  • 14
    • 0032535029 scopus 로고    scopus 로고
    • G. Q. Bi and M. M. Poo, Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type, Journal of Neuroscience, 18, no. 24, pp. 10 464-10 472, 1998.
    • G. Q. Bi and M. M. Poo, "Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type," Journal of Neuroscience, vol. 18, no. 24, pp. 10 464-10 472, 1998.
  • 15
    • 0031012615 scopus 로고    scopus 로고
    • Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs
    • H. Markram, J. Lübke, M. Frotscher, and B. Sakmann, "Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs," Science, vol. 275, pp. 213-215, 1997.
    • (1997) Science , vol.275 , pp. 213-215
    • Markram, H.1    Lübke, J.2    Frotscher, M.3    Sakmann, B.4
  • 17
    • 0000442118 scopus 로고    scopus 로고
    • Hebbian learning and spiking neurons
    • R. Kempter, W. Gerstner, and J. van Hemmen, "Hebbian learning and spiking neurons," Physical Review E, vol. 59, no. 4, pp. 4498-4514, 1999.
    • (1999) Physical Review E , vol.59 , Issue.4 , pp. 4498-4514
    • Kempter, R.1    Gerstner, W.2    van Hemmen, J.3
  • 18
    • 0034131101 scopus 로고    scopus 로고
    • Hebb and homeostasis in neuronal plasticity
    • G. Turrigiano and S. Nelson, "Hebb and homeostasis in neuronal plasticity," Current Opinion on Neurobiology, vol. 10, no. 3, pp. 358-364, 2000.
    • (2000) Current Opinion on Neurobiology , vol.10 , Issue.3 , pp. 358-364
    • Turrigiano, G.1    Nelson, S.2
  • 19
    • 0036856979 scopus 로고    scopus 로고
    • Silicon synaptic adaptation mechanisms for homeostasis and contrast gain control
    • S.-C. Liu and B. Minch, "Silicon synaptic adaptation mechanisms for homeostasis and contrast gain control," IEEE Transactions on Neural Networks, vol. 13, no. 6, pp. 1497-1503, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.6 , pp. 1497-1503
    • Liu, S.-C.1    Minch, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.