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Volumn , Issue , 2014, Pages 854-857

A hybrid analog/digital Spike-Timing Dependent Plasticity learning circuit for neuromorphic VLSI multi-neuron architectures

Author keywords

[No Author keywords available]

Indexed keywords

CMOS INTEGRATED CIRCUITS; DIGITAL STORAGE; LEARNING SYSTEMS; LOW POWER ELECTRONICS; NEURAL NETWORKS; STOCHASTIC SYSTEMS; TIMING CIRCUITS;

EID: 84907398151     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISCAS.2014.6865270     Document Type: Conference Paper
Times cited : (12)

References (18)
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    • Postsynaptic depolarization requirements for ltp and ltd: A critique of spike timing-dependent plasticity
    • Jul
    • J. Lisman and N. Spruston, "Postsynaptic depolarization requirements for ltp and ltd: a critique of spike timing-dependent plasticity," Nature Neuroscience, vol. 8, no. 7, pp. 839-841, Jul 2005.
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    • Lisman, J.1    Spruston, N.2
  • 11
    • 36248934673 scopus 로고    scopus 로고
    • Learning real world stimuli in a neural network with spike-driven synaptic dynamics
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  • 12
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    • Learning to classify complex patterns using a VLSI network of spiking neurons
    • J. Platt, D. Koller, Y. Singer, and S. Roweis, Eds. Cambridge (MA): MIT Press
    • S. Mitra, G. Indiveri, and S. Fusi, "Learning to classify complex patterns using a VLSI network of spiking neurons," in Advances in Neural Information Processing Systems 20, J. Platt, D. Koller, Y. Singer, and S. Roweis, Eds. Cambridge (MA): MIT Press, 2008, pp. 1009-1016.
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    • Mitra, S.1    Indiveri, G.2    Fusi, S.3
  • 15
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    • Learning only when necessary: Better memories of correlated patterns in networks with bounded synapses
    • W. Senn and S. Fusi, "Learning Only When Necessary: Better Memories of Correlated Patterns in Networks with Bounded Synapses," Neural Computation, vol. 17, no. 10, pp. 2106-2138, 2005.
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  • 16
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    • Feb.
    • S. Mitra, S. Fusi, and G. Indiveri, "Real-time classification of complex patterns using spike-based learning in neuromorphic VLSI," Biomedical Circuits and Systems, IEEE Transactions on, vol. 3, no. 1, pp. 32-42, Feb. 2009.
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  • 17
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.