메뉴 건너뛰기




Volumn 5471, Issue , 2004, Pages 222-232

Optimal quantization for energy-efficient information transfer in a population of neuron-like devices

Author keywords

Energy efficient coding; Neural coding; Neurons; Noise; Optimal quantization; Population codes; Stochastic resonance; Suprathreshold stochastic resonance

Indexed keywords

ENERGY EFFICIENT CODING; NEURAL CODING; NEURONS; NOISE; OPTIMAL QUANTIZATION; POPULATION CODES; STOCHASTIC RESONANCE; SUPRATHRESHOLD STOCHASTIC RESONANCE;

EID: 4444372628     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.546934     Document Type: Conference Paper
Times cited : (1)

References (26)
  • 3
    • 43949164224 scopus 로고
    • Bits and brains: Information flow in the nervous system
    • W. Bialek, M. DeWeese, F. Rieke, and D. Warland. Bits and brains: Information flow in the nervous system. Physica A, 200:581-593, 1993.
    • (1993) Physica A , vol.200 , pp. 581-593
    • Bialek, W.1    Deweese, M.2    Rieke, F.3    Warland, D.4
  • 4
    • 4243084150 scopus 로고
    • Stochastic resonance in neuron models
    • A. Longtin. Stochastic resonance in neuron models. Journal of Statistical Physics, 70:309-327, 1993.
    • (1993) Journal of Statistical Physics , vol.70 , pp. 309-327
    • Longtin, A.1
  • 5
    • 0027485141 scopus 로고
    • Noise enhancement of information transfer in crayfish mechanoreceptors by stochastic resonance
    • J.K. Douglass, L. Wilkens, E. Pantazelou, and F. Moss. Noise enhancement of information transfer in crayfish mechanoreceptors by stochastic resonance. Nature, 365:337-339, 1993.
    • (1993) Nature , vol.365 , pp. 337-339
    • Douglass, J.K.1    Wilkens, L.2    Pantazelou, E.3    Moss, F.4
  • 8
    • 0035457946 scopus 로고    scopus 로고
    • Overview: Unsolved problems of noise and fluctuations
    • D. Abbott. Overview: Unsolved problems of noise and fluctuations. Chaos, 11:526-538, 2001.
    • (2001) Chaos , vol.11 , pp. 526-538
    • Abbott, D.1
  • 10
    • 0035424930 scopus 로고    scopus 로고
    • Energy as a constraint on the coding and processing of sensory information
    • S.B. Laughlin. Energy as a constraint on the coding and processing of sensory information. Current Optinion in Neurobiology, 11:475-480, 2001.
    • (2001) Current Optinion in Neurobiology , vol.11 , pp. 475-480
    • Laughlin, S.B.1
  • 11
    • 0036134418 scopus 로고    scopus 로고
    • Representational accuracy of stochastic neural populations
    • S.D. Wilke and C.W. Eurich. Representational accuracy of stochastic neural populations. Neural Computation, 14:155-189, 2001.
    • (2001) Neural Computation , vol.14 , pp. 155-189
    • Wilke, S.D.1    Eurich, C.W.2
  • 12
    • 0036781312 scopus 로고    scopus 로고
    • Optimal short-term population coding: When Fisher information fails
    • M. Bethge, D. Rotermund, and K. Pawelzik. Optimal short-term population coding: When Fisher information fails. Neural Computation, 14:2317-2351, 2002.
    • (2002) Neural Computation , vol.14 , pp. 2317-2351
    • Bethge, M.1    Rotermund, D.2    Pawelzik, K.3
  • 13
    • 0036616840 scopus 로고    scopus 로고
    • Energy-efficient neuronal computation via quantal synaptic failures
    • W.B. Levy and R.A. Baxter. Energy-efficient neuronal computation via quantal synaptic failures. The Journal of Neuroscience, 22:4746-4755, 2002.
    • (2002) The Journal of Neuroscience , vol.22 , pp. 4746-4755
    • Levy, W.B.1    Baxter, R.A.2
  • 15
    • 85035194143 scopus 로고    scopus 로고
    • Optimal noise-aided signal transmission through populations of neurons
    • T. Hoch, G. Wenning, and K. Obermayer. Optimal noise-aided signal transmission through populations of neurons. Physical Review E, 68:011911, 2003.
    • (2003) Physical Review E , vol.68 , pp. 011911
    • Hoch, T.1    Wenning, G.2    Obermayer, K.3
  • 16
    • 0000661933 scopus 로고    scopus 로고
    • Suprathreshold stochastic resonance in multilevel threshold systems
    • N.G. Stocks. Suprathreshold stochastic resonance in multilevel threshold systems. Physical Review Letters, 84:2310-2313, 2000.
    • (2000) Physical Review Letters , vol.84 , pp. 2310-2313
    • Stocks, N.G.1
  • 17
    • 0035809084 scopus 로고    scopus 로고
    • Suprathreshold stochastic resonance: An exact result for uniformly distributed signal and noise
    • N.G. Stocks. Suprathreshold stochastic resonance: an exact result for uniformly distributed signal and noise. Physics Letters A, 279:308-312, 2001.
    • (2001) Physics Letters A , vol.279 , pp. 308-312
    • Stocks, N.G.1
  • 18
    • 0035305570 scopus 로고    scopus 로고
    • Information transmission in parallel threshold arrays: Suprathreshold stochastic resonance
    • N.G. Stocks. Information transmission in parallel threshold arrays: Suprathreshold stochastic resonance. Physical Review E, 63:041114, 2001.
    • (2001) Physical Review E , vol.63 , pp. 041114
    • Stocks, N.G.1
  • 19
    • 0035443944 scopus 로고    scopus 로고
    • Generic noise enhanced coding in neuronal arrays
    • N.G. Stocks and R. Mannella. Generic noise enhanced coding in neuronal arrays. Physical Review E, 64:030902(R), 2001.
    • (2001) Physical Review E , vol.64
    • Stocks, N.G.1    Mannella, R.2
  • 20
    • 0036896542 scopus 로고    scopus 로고
    • An analysis of noise enhanced information transmission in an array of comparators
    • M. D. McDonnell, C. E. M. Pearce, and D. Abbott. An analysis of noise enhanced information transmission in an array of comparators. Microelectronics Journal, 33:1079-1089, 2002.
    • (2002) Microelectronics Journal , vol.33 , pp. 1079-1089
    • McDonnell, M.D.1    Pearce, C.E.M.2    Abbott, D.3
  • 21
    • 1042307230 scopus 로고    scopus 로고
    • A characterization of Suprathreshold stochastic resonance in an array of comparators by correlation coefficient
    • M. D. McDonnell, C. E. M. Pearce, and D. Abbott. A characterization of Suprathreshold stochastic resonance in an array of comparators by correlation coefficient. Fluctuation and Noise Letters, 2:L205-L220, 2002.
    • (2002) Fluctuation and Noise Letters , vol.2
    • McDonnell, M.D.1    Pearce, C.E.M.2    Abbott, D.3
  • 22
    • 0242664699 scopus 로고    scopus 로고
    • Suprathreshold stochastic resonance and noise-enhanced Fisher information in arrays of threshold devices
    • D. Rousseau, F. Duan, and F. Chapeau-Blondeau. Suprathreshold stochastic resonance and noise-enhanced Fisher information in arrays of threshold devices. Physical Review E, 68:031107, 2003.
    • (2003) Physical Review E , vol.68 , pp. 031107
    • Rousseau, D.1    Duan, F.2    Chapeau-Blondeau, F.3
  • 23
    • 0037706899 scopus 로고    scopus 로고
    • Adaptation using local information for maximizing the global cost
    • T. Hoch, G. Wenning, and K. Obermayer. Adaptation using local information for maximizing the global cost. Neurocomputing, 52-54:541-546, 2003.
    • (2003) Neurocomputing , vol.52-54 , pp. 541-546
    • Hoch, T.1    Wenning, G.2    Obermayer, K.3
  • 26
    • 0032202775 scopus 로고    scopus 로고
    • Deterministic annealing for clustering, compression, classification, regression and related optimization problems
    • K. Rose. Deterministic annealing for clustering, compression, classification, regression and related optimization problems. Proceedings of the IEEE, 86:2210-2239, 1998.
    • (1998) Proceedings of the IEEE , vol.86 , pp. 2210-2239
    • Rose, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.