메뉴 건너뛰기




Volumn 69, Issue 16-18, 2006, Pages 1912-1922

Learning under weight constraints in networks of temporal encoding spiking neurons

Author keywords

Non firing neuron; Spiking neural network; Square cosine encoder; Temporal encoding

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; BACKPROPAGATION; CONSTRAINT THEORY; CONVERGENCE OF NUMERICAL METHODS; NEURAL NETWORKS; TIME SERIES ANALYSIS;

EID: 33748540435     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.11.023     Document Type: Article
Times cited : (48)

References (18)
  • 1
    • 0032535029 scopus 로고    scopus 로고
    • Precise spike timing determines the direction and extent of synaptic modification in cultured hippocampal neurons
    • Bi Q.-Q., and Poo M.M. Precise spike timing determines the direction and extent of synaptic modification in cultured hippocampal neurons. Neuroscience 18 (1998) 10464-10472
    • (1998) Neuroscience , vol.18 , pp. 10464-10472
    • Bi, Q.-Q.1    Poo, M.M.2
  • 2
    • 0036826068 scopus 로고    scopus 로고
    • SpikeProp: error-backpropagation for networks of spiking neurons
    • Bohte S., Kok J.N., and Poutré H.L. SpikeProp: error-backpropagation for networks of spiking neurons. Neurocomputing 48 1-4 (2002) 17-37
    • (2002) Neurocomputing , vol.48 , Issue.1-4 , pp. 17-37
    • Bohte, S.1    Kok, J.N.2    Poutré, H.L.3
  • 3
    • 0344541987 scopus 로고    scopus 로고
    • Self-organization and segmentation in a laterally connected orientation map of spiking neurons
    • Choe Y., and Miikulainen R. Self-organization and segmentation in a laterally connected orientation map of spiking neurons. Neurocomputing 21 (1998) 139-157
    • (1998) Neurocomputing , vol.21 , pp. 139-157
    • Choe, Y.1    Miikulainen, R.2
  • 4
    • 18844473251 scopus 로고    scopus 로고
    • Network of integrate-and-fire neurons using rank order coding B: spike timing dependant plasticity and emergence of orientation selectivity
    • Delorme A., Perrinet L., and Thorpe S. Network of integrate-and-fire neurons using rank order coding B: spike timing dependant plasticity and emergence of orientation selectivity. Neurocomputing 38-40 1-4 (2001) 539-545
    • (2001) Neurocomputing , vol.38-40 , Issue.1-4 , pp. 539-545
    • Delorme, A.1    Perrinet, L.2    Thorpe, S.3
  • 5
    • 0033518170 scopus 로고    scopus 로고
    • Stable propagation of synchronous spiking in cortical neural networks
    • Diesmann M., Gewaltig M.O., and Aertsen A. Stable propagation of synchronous spiking in cortical neural networks. Nature 402 (1999) 529-533
    • (1999) Nature , vol.402 , pp. 529-533
    • Diesmann, M.1    Gewaltig, M.O.2    Aertsen, A.3
  • 6
    • 0001926501 scopus 로고    scopus 로고
    • Spiking neurons
    • Wolfgang M., and Bishop C.M. (Eds), MIT Press, Cambridge, MA
    • Gerstner W. Spiking neurons. In: Wolfgang M., and Bishop C.M. (Eds). Pulsed Neural Networks (1999), MIT Press, Cambridge, MA 1-53
    • (1999) Pulsed Neural Networks , pp. 1-53
    • Gerstner, W.1
  • 7
    • 0029821128 scopus 로고    scopus 로고
    • A neuronal learning rule for sub-millisecond temporal coding
    • Gerstner W., Kempter R., Hemmen J.L., and Wagner H. A neuronal learning rule for sub-millisecond temporal coding. Nature 383 (1996) 76-78
    • (1996) Nature , vol.383 , pp. 76-78
    • Gerstner, W.1    Kempter, R.2    Hemmen, J.L.3    Wagner, H.4
  • 8
    • 33748556689 scopus 로고    scopus 로고
    • N. Kasabov, Evolving Connectionist Systems-Methods and Applications, Brain Study and Intelligent Machines, Springer, London, 2003, pp. 117-118.
  • 9
    • 0036725159 scopus 로고    scopus 로고
    • Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback
    • Knoblauch A., and Palm G. Scene segmentation by spike synchronization in reciprocally connected visual areas. I. Local effects of cortical feedback. Biol. Cybernet. 87 (2002) 151-167
    • (2002) Biol. Cybernet. , vol.87 , pp. 151-167
    • Knoblauch, A.1    Palm, G.2
  • 10
    • 33748563395 scopus 로고    scopus 로고
    • T. Koskela, M. Varsta, J. Heikkonen, K. Kaski, Recurrent SOM with local linear models in time series, in: Proceedings of the European Symposium on Artificial Neural Networks, 1998, pp. 167-172.
  • 11
    • 0036609177 scopus 로고    scopus 로고
    • Invariant recognition of spatio-temporal patterns in the olfactory system model
    • Lysetskiy M., Ozowski A., and Zurada J.M. Invariant recognition of spatio-temporal patterns in the olfactory system model. Neural Process. Lett. 15 (2002) 225-234
    • (2002) Neural Process. Lett. , vol.15 , pp. 225-234
    • Lysetskiy, M.1    Ozowski, A.2    Zurada, J.M.3
  • 12
    • 2642691669 scopus 로고    scopus 로고
    • Spike synchronization and rate modulation differentially involved in motor cortical function
    • Riehle A., Grun S., Diesmann M., and Aertsen A. Spike synchronization and rate modulation differentially involved in motor cortical function. Science 278 (1997) 1950-1953
    • (1997) Science , vol.278 , pp. 1950-1953
    • Riehle, A.1    Grun, S.2    Diesmann, M.3    Aertsen, A.4
  • 13
    • 0039484223 scopus 로고    scopus 로고
    • Spike timing dependent synaptic plasticity in biological systems
    • Roberts P.D., and Bell C.C. Spike timing dependent synaptic plasticity in biological systems. Biol. Cybernet. 87 (2002) 392-403
    • (2002) Biol. Cybernet. , vol.87 , pp. 392-403
    • Roberts, P.D.1    Bell, C.C.2
  • 14
    • 85131710325 scopus 로고    scopus 로고
    • J.W. Sohn, B.T. Zhang, B.K. Kaang, Temporal pattern recognition using a spiking neural network with delays, Proceedings of the International Joint Conference on Neural Networks (IJCNN'99), vol. 4, 1999, pp. 2590-2593.
  • 15
    • 14744272303 scopus 로고    scopus 로고
    • Column and map development and cortical re-mapping through spike-timing dependent plasticity
    • Song S., and Abbott L.F. Column and map development and cortical re-mapping through spike-timing dependent plasticity. Neuron 32 (2001) 1-20
    • (2001) Neuron , vol.32 , pp. 1-20
    • Song, S.1    Abbott, L.F.2
  • 16
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning through spike-timing dependent synaptic plasticity
    • Song S., Miller K.D., and Abbott L.F. Competitive Hebbian learning through spike-timing dependent synaptic plasticity. Nat. Neurosci. 3 (2000) 919-926
    • (2000) Nat. Neurosci. , vol.3 , pp. 919-926
    • Song, S.1    Miller, K.D.2    Abbott, L.F.3
  • 17
    • 0034551719 scopus 로고    scopus 로고
    • Stable Hebbian learning from spike timing-dependent plasticity
    • Van Rossum M.C.W., Bi G.Q., and Turrigiano G.G. Stable Hebbian learning from spike timing-dependent plasticity. J. Neurosci. 20 23 (2000) 8812-8821
    • (2000) J. Neurosci. , vol.20 , Issue.23 , pp. 8812-8821
    • Van Rossum, M.C.W.1    Bi, G.Q.2    Turrigiano, G.G.3
  • 18
    • 0036810687 scopus 로고    scopus 로고
    • Surfing a spike wave down the ventral stream
    • Van Rullen R., and Thorpe S. Surfing a spike wave down the ventral stream. Vision Res. 42 (2002) 2593-2615
    • (2002) Vision Res. , vol.42 , pp. 2593-2615
    • Van Rullen, R.1    Thorpe, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.