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Estimations of neural networks by fluctuations of neuron spikes

Research Project

Project/Area Number 18079003
Research Category

Grant-in-Aid for Scientific Research on Priority Areas

Allocation TypeSingle-year Grants
Review Section Science and Engineering
Research InstitutionThe University of Tokyo

Principal Investigator

OKADA Masato  The University of Tokyo, 大学院・新領域創成科学研究科, 教授 (90233345)

Co-Investigator(Kenkyū-buntansha) MIMURA Kazushi  広島市立大学, 情報学部, 准教授 (40353297)
Project Period (FY) 2006 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥64,900,000 (Direct Cost: ¥64,900,000)
Fiscal Year 2009: ¥18,200,000 (Direct Cost: ¥18,200,000)
Fiscal Year 2008: ¥19,700,000 (Direct Cost: ¥19,700,000)
Fiscal Year 2007: ¥19,700,000 (Direct Cost: ¥19,700,000)
Fiscal Year 2006: ¥7,300,000 (Direct Cost: ¥7,300,000)
Keywords多体問題 / 統計力学 / 神経科学 / BMI / データマイニング / 計力学
Research Abstract

It has become possible to make simultaneous measurements of neural activity (spikes) in large numbers of neurons with large arrays of electrodes. Significant advantage of the statistical mechanical informatics (SMI) is to extract a macroscopic description of the system with a small number of parameters by performing reduction of many microscopic degrees of freedom. Hierarchy, reduction, and macroscopic description should also be essential in order to understand the brain. From this point of view, we proposed new SMI frameworks for neural network models, and methods for analyzing neuronal spike data based on the information theory and the Bayesian inference.

Report

(6 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report   Self-evaluation Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (144 results)

All 2010 2009 2008 2007 2006 Other

All Journal Article (132 results) (of which Peer Reviewed: 116 results) Presentation (9 results) Book (2 results) Remarks (1 results)

  • [Journal Article] Mismatched decoding in the brain2010

    • Author(s)
      Masafumi Oizumi, Toshiyuki Ishi, Kazuya Ishibashi, Toshihiko Hosoya, Masato Okada
    • Journal Title

      Journal of Neuroscience 30(13)

      Pages: 4815-4826

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Flexible traffic control of the synfire-mode transmission by inhibitory modulation : Nonlinear noise reduction2010

    • Author(s)
      Takashi Shinozaki
    • Journal Title

      Physical Review E 81

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of an error correcting code using monotonic and nonmonotonic treelike multilayer perceptrons2010

    • Author(s)
      Florent Cousseau
    • Journal Title

      Physical Review E 81

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Switch of encoding characteristics in single neurons by subthreshold and suprathreshold stimuli2010

    • Author(s)
      Toshiaki Omori
    • Journal Title

      Physical Review E 81

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mismatched decoding in the brain2010

    • Author(s)
      Masafumi Oizumi
    • Journal Title

      Journal of Neuroscience 30

      Pages: 4815-4826

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Discriminating natural image statistics from neuronal population codes2010

    • Author(s)
      Satohiro Tajima
    • Journal Title

      PLoS ONE 5

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanical study of partial annealing of a neural network model2010

    • Author(s)
      Tatsuya Uezu
    • Journal Title

      Journal of Physics A 43

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An analytic solution of the cable equation predicts frequency preference of a passive shunt-end cylindrical cable in response to extracellular oscillating electric fields2010

    • Author(s)
      Hiromu Monai
    • Journal Title

      Biophysical Journal 98

      Pages: 524-533

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Influence of coherence between multiple cortical columns on alpha rhythm : A computational modeling study2010

    • Author(s)
      Yasushi Naruse
    • Journal Title

      Human Brain Mapping (印刷中(掲載確定))

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimal node perturbation in linear perceptrons with uncertain eligibility trace2010

    • Author(s)
      Kentaro Katahira
    • Journal Title

      Neural Networks (印刷中(掲載確定))

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical-mechanical analysis of attractor dynamics in a hysteretic neuron network2010

    • Author(s)
      Yukihiro Tsuboshita
    • Journal Title

      Journal of the Physical Society of Japan (印刷中(掲載確定))

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stability analysis for attractor neural network model of inferior temporal cortex. -relationship between attractor stability and learning order-2010

    • Author(s)
      Tomoyuki Kimoto
    • Journal Title

      Journal of the Physical Society of Japan (印刷中(掲載確定))

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of the delayed reward-based Learning with node perturbation2010

    • Author(s)
      Hiroshi Saito
    • Journal Title

      Journal of the Physical Society of Japan (印刷中(掲載確定))

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neuronal population decoding explains the change in signal detection sensitivity caused by task-irrelevant perceptual bias2010

    • Author(s)
      Satohiro Tajima
    • Journal Title

      Neural Computation (印刷中(掲載確定))

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Is the Langevin phase equation an efficient model for oscillating neurons?2009

    • Author(s)
      Keisuke Ota, Takamasa Tsunoda, Toshiaki Omori, Shigeo Watanabe, Hiroyoshi Miyakawa, Masato Okada, Toru Aonishi
    • Journal Title

      Journal of Physics: Conference Series 197

      Pages: 12016-12016

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of attractor neural network models with synaptic depression2009

    • Author(s)
      Yasuhiko Igarashi, Masafumi Oizumi, Yosuke Otsubo, Kenji Nagata, Masato Okada
    • Journal Title

      Journal of Physics: Conference Series 197

      Pages: 12018-12018

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Applying manifold learning to plotting approximate contour trees2009

    • Author(s)
      Shigeo Takahashi, Issei Fujishiro, Masato Okada
    • Journal Title

      IEEE Transactions on Visualization and Computer Graphics 15(6)

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Neural network model with discrete and continuous information representation2009

    • Author(s)
      Jun Kitazono, Toshiaki Omori, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 78(11)

      Pages: 114801-114801

    • NAID

      130005437261

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line mutual learning with many linear perceptrons2009

    • Author(s)
      Kazuyuki Hara, Yoichi Nakayama, Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 78(11)

      Pages: 114001-114001

    • NAID

      130005437201

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Variational Bayesian mixture model on a subspace of exponential family distributions2009

    • Author(s)
      Kazuho Watanabe, Shotaro Akaho, Shinichiro Omachi, Masato Okada
    • Journal Title

      IEEE Transactions on Neural Networks 20(11)

      Pages: 1783-1796

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Transfer matrix method for instantaneous spike rate estimation2009

    • Author(s)
      Kazuho Watanabe, Hiroyuki Tanaka, Keiji Miura, Masato Okada
    • Journal Title

      IEICE Transactions on Information and Systems E92.D(7)

      Pages: 1392-1368

    • NAID

      10026810113

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Bayes-optimal solution to inverse halftoning based on statistical mechanics of the Q-Ising model2009

    • Author(s)
      Yohei Saika, Jun-ichi Inoue, Hiroyuki Tanaka, Masato Okada
    • Journal Title

      Central European Journal of Physics 7(3)

      Pages: 444-456

    • NAID

      120001788329

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Quantum mean-field decoding algorithm for error-correcting codes2009

    • Author(s)
      Jun-ichi Inoue, Yohei Saika, Masato Okada
    • Journal Title

      Journal of Physics: Conference Series 143

      Pages: 12019-12019

    • NAID

      120001054064

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Exact inference in discontinuous firing rate estimation using Belief propagation2009

    • Author(s)
      Ken Takiyama, Kentaro Katahira, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 78(6)

      Pages: 64003-64003

    • NAID

      10025960991

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of Mexican-hat-type horizontal connection2009

    • Author(s)
      Ken Takiyama, Yasushi Naruse, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 78(6)

      Pages: 64002-64002

    • NAID

      10025960971

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of slow switching of ensemble teachers in On-line learning2009

    • Author(s)
      Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 78(5)

      Pages: 53001-53001

    • NAID

      10025960015

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Steep decrease in the specific membrane resistance in the apical dendrites of hippocampal CA1 pyramidal neurons2009

    • Author(s)
      Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa, Masashi Inoue, Masato Okada
    • Journal Title

      Neuroscience Research 64(1)

      Pages: 83-95

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of slow switching of ensemble teachers in On-line learning2009

    • Author(s)
      Seiji Miyoshi
    • Journal Title

      Journal of the Physical Society of Japan 78

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Quantum mean-field decoding algorithm for error-correcting codes2009

    • Author(s)
      Jun-ichi Inoue
    • Journal Title

      Journal of Physics : Conference Series 143

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayes-optimal solution to inverse halftoning based on statistical mechanics of the Q-Ising model. Bayes-optimal solution to inverse halftoning based on statistical mechanics of the Q-Ising model2009

    • Author(s)
      Yohei Saika
    • Journal Title

      Central European Journal of Physics 7

      Pages: 444-456

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Transfer matrix method for instantaneous spike rate estimation. Transfer matrix method for instantaneous spike rate estimation2009

    • Author(s)
      Kazuho Watanabe
    • Journal Title

      IEICE Transactions on Information and Systems E92.D

      Pages: 1362-1368

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Variational Bayesian mixture model on a subspace of exponential family distributions2009

    • Author(s)
      Kazuho Watanabe
    • Journal Title

      IEEE Transactions on Neural Networks 20

      Pages: 1783-1796

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line mutual learning with many linear perceptrons2009

    • Author(s)
      Kazuyuki Hara
    • Journal Title

      Journal of the Physical Society of Japan 78

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Neural network model with discrete and continuous information representation2009

    • Author(s)
      Jun Kitazono
    • Journal Title

      Journal of the Physical Society of Japan 78

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Applying manifold learning to plotting approximate contour trees2009

    • Author(s)
      Shigeo Takahashi
    • Journal Title

      IEEE Transactions on Visualization and Computer Graphics 15

      Pages: 1185-1192

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of attractor neural network models with synaptic depression2009

    • Author(s)
      Yasuhiko Igarashi
    • Journal Title

      Journal of Physics : Conference Series 197

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Is the Langevin phase equation an efficient model for oscillating neurons?2009

    • Author(s)
      Keisuke Ota
    • Journal Title

      Journal of Physics : Conference Series 197

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A general framework for investigating how far the decoding process in the brain can be simplified2009

    • Author(s)
      Oizumi, M.
    • Journal Title

      Advances in Neural Information Processing Systmes 21

      Pages: 1225-1232

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Steep Decrease in the Specific Membrane Resistance in the Apical Dendrites of Hippocampal CA1 Pyramidal Neurons2009

    • Author(s)
      Omori, T
    • Journal Title

      Neuroscience Research 78

      Pages: 83-95

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Mechanics of Mexican-hat-type Horizontal Connection2009

    • Author(s)
      Takiyama, K.
    • Journal Title

      Journal of Physical Society of Japan 78(印刷中)(掲載確定)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extracting State Transition Dynamics from Multiple Spike Trains Using Hidden Markov Models with Correlated Poisson Distribution2009

    • Author(s)
      Katahira, K.
    • Journal Title

      Neural Computation (印刷中)(掲載確定)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Exact inference in discontinuous firing rate estimation using belief propagation2009

    • Author(s)
      Takiyama, K.
    • Journal Title

      Journal of Physical Society of Japan 78(印刷中)(掲載確定)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Population coding of song element sequence in the Bengalese finch HVC2009

    • Author(s)
      Nishikawa, J.
    • Journal Title

      European Journal of Neuroscience (印刷中)(掲載確定)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of asymmetry in a binary state on the collective behavior of a system with spatially modulated interaction and quenched randomness2008

    • Author(s)
      Kosuke Hamaguchi, Hiromitsu Urano, Masato Okada
    • Journal Title

      Physical Review E 78

      Pages: 51124-51124

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Population coding of song element sequence in the Bengalese finch HVC2008

    • Author(s)
      Jun Nishikawa, Masato Okada, Kazuo Okanoya
    • Journal Title

      European Journal of Neuroscience 27(12)

      Pages: 3273-3283

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of lossy compression for nonmonotonic multilayer perceptrons2008

    • Author(s)
      Florent Cousseau, Kazushi Mimura, Toshiaki Omori, Masato Okada
    • Journal Title

      Physical Review E 78

      Pages: 21124-21124

    • NAID

      120005402700

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Multiple stability of a sparsely encoded attractor neural network model for the inferior temporal cortex2008

    • Author(s)
      Tomoyuki Kimoto, Tatsuya Uezu, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 77(12)

      Pages: 124002-124002

    • NAID

      110007021663

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Rate reduction for associative memory model in Hodgkin-Huxley-type network2008

    • Author(s)
      Masafumi Oizumi, Yoichi Miyawaki, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 77(6)

      Pages: 64802-64802

    • NAID

      110006781604

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian-optimal image reconstruction for translational- symmetric filters2008

    • Author(s)
      Satohiro Tajima, Masato Inoue, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 77(5)

      Pages: 54803-54803

    • NAID

      110006666017

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Image restoration with a truncated Gaussian model2008

    • Author(s)
      Hiroyuki Tanaka, Keiji Miura, Masato Okada
    • Journal Title

      Journal of the Physical Society Japan 77(3)

      Pages: 34003-34003

    • NAID

      110006633469

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Deterministic annealing variant of variational Bayes method2008

    • Author(s)
      Kentaro Katahira, Kazuho Watanabe, Masato Okada
    • Journal Title

      Journal of Physics: Conference Series 95

      Pages: 12015-12015

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effect of asymmetry in a binary state on the collective behavior of a system with spatially modulated interaction and quenched randomness2008

    • Author(s)
      Hamaguchi, K.
    • Journal Title

      Physical Review E 78

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Deterministic annealing variant of variational Bayes method2008

    • Author(s)
      Katahira, K.
    • Journal Title

      Journal of Physics : Conference Series 95

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image restoration with a truncated Gaussian model2008

    • Author(s)
      Tanaka, H.
    • Journal Title

      Journal of the Physical Society Japan 77

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian-optimal image reconstruction for translational-symmetric fiters2008

    • Author(s)
      Tajima, S.
    • Journal Title

      Journal of the Physical Society of Japan 77

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rate reduction for associative memory model in Hodgkin-Huxley-type network2008

    • Author(s)
      Oizumi, M.
    • Journal Title

      Journal of the Physical Society of Japan 77

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multiple stability of a sparsely encoded attractor neural network model for the inferior temporal cortex2008

    • Author(s)
      Kimoto, T.
    • Journal Title

      Journal of the Physical Society of Japan 77

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Mechanics of Lossy Compression for Nonmonotonic Multilayer Perceptrons2008

    • Author(s)
      C., Florent
    • Journal Title

      Physical Reveiw E 78

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Deterministic annealing variant of variational Bayes method.2008

    • Author(s)
      Katahira, K., Watanabe, K. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 95

      Pages: 12015-12015

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image restoration with a truncated Gaussian model.2008

    • Author(s)
      Tanaka, H., Miura, K. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 77

      Pages: 34003-34003

    • NAID

      110006633469

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian-optimal image reconstruction for translational-symmetric filters.2008

    • Author(s)
      Tajima, S., Inoue, M. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. (印刷中)

    • NAID

      110006666017

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Rate reduction for associative memory model in Hodgkin-Huxley-type network.2008

    • Author(s)
      Oizumi, M., Miyawaki, Y. & Okada. M.
    • Journal Title

      J. Phys. Soc. Jpn. (印刷中)

    • NAID

      110006781604

    • Related Report
      2007 Annual Research Report
  • [Journal Article] Statistical mechanics of mutual learning with a latent teacher2007

    • Author(s)
      Kazuyuki Hara, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76(1)

      Pages: 14001-14001

    • NAID

      110006151543

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Balanced excitatory and inhibitory inputs to cortical neurons decouple firing irregularity from rate modulations2007

    • Author(s)
      Keiji Miura, Yasuhiro Tsubo, Masato Okada, Tomoki Fukai
    • Journal Title

      Journal of Neuroscience 27

      Pages: 13802-13812

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] A neural network model for generating complex birdsong syntax2007

    • Author(s)
      Kentaro Katahira, Kazuo Okanoya, Masato Okada
    • Journal Title

      Biological Cybernetics 97

      Pages: 441-448

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Theory of time domain ensemble on-line learning of perceptron2007

    • Author(s)
      Tatsuya Uezu, Seiji Miyoshi, Mika Izuo, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76

      Pages: 114006-114006

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of nonlinear on-line learning for ensemble teachers2007

    • Author(s)
      Hideto Utsumi, Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan, 76 76

      Pages: 114001-114001

    • NAID

      110006530730

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Retrieval property of attractor network with synaptic depression2007

    • Author(s)
      Narihisa Matsumoto, Daisuke Ide, Masataka Watanabe, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76

      Pages: 84005-84005

    • NAID

      110006366845

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Variable time scales of repeated spike patterns in synfire chain with mexican-hat connectivity2007

    • Author(s)
      Kosuke Hamaguchi, Masato Okada, Kazuyuki Aihara
    • Journal Title

      Neural Computation 19

      Pages: 2468-2491

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Filtering of spatial bias and noise inputs by locally connected neural networks2007

    • Author(s)
      Naoki Masuda, Masato Okada, Kazuyuki Aihara
    • Journal Title

      Neural Computation 19

      Pages: 1854-1870

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Study on quantum annealing using the density matrix renormalization group2007

    • Author(s)
      Sei Suzuki, Masato Okada
    • Journal Title

      Interdisciplinary Information Sciences 13

      Pages: 49-49

    • NAID

      110006276883

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] LDPC decoding dynamics from a PCA viewpoint2007

    • Author(s)
      Shinpei Hara, Yuta Akira, Eisuke Ishii, Masato Inoue, Masato Okada
    • Journal Title

      Interdisciplinary Information Sciences 13

      Pages: 43-43

    • NAID

      110006274938

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Selectivity and stability via dendritic nonlinearity2007

    • Author(s)
      Kenji Morita, Masato Okada, Kazuyuki Aihara
    • Journal Title

      Neural Computation 19

      Pages: 1798-1798

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanical study of CDMA multiuser detectors-Analysis of RS and 1RSB solutions-2007

    • Author(s)
      Mika Yoshida, Tatsuya Uezu, Toshiyuki Tanaka, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76(5)

      Pages: 54003-54003

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line learning when a moving teacher goes around an unlearnable true teacher2007

    • Author(s)
      Masahiro Urakami, Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76(4)

      Pages: 44003-44003

    • NAID

      110006278043

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Higher order effects on rate reduction for networks of Hodgkin-Huxley neurons2007

    • Author(s)
      Masafumi Oizumi, Yoichi Miyawaki, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76(4)

      Pages: 44803-44803

    • NAID

      110006278069

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Retrieval of branching sequences in an associative memory model with common external input and bias input2007

    • Author(s)
      Kentaro Katahira, Masaki Kawamura, Kazuo Okanoya, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76(4)

      Pages: 44804-44804

    • NAID

      110006278070

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Controlling synfire chain by inhibitory synaptic input2007

    • Author(s)
      Takashi Shinozaki, Hideyuki Cateau, Hidetoshi Urakubo, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76(4)

      Pages: 44806-44806

    • NAID

      210000106659

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Balanced excitatory and inhibitory inputs to cortical neurons decouple firing irregularity from rate modulations2007

    • Author(s)
      Keiji Miura, Yasuhiro Tsubo, Masato Okada and Tomoki Fukai
    • Journal Title

      Journal of Neuroscience 27

      Pages: 13802-13812

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Balanced excitatory and inhibitory inputs to cortical neurons decouple firing irregularity from rate modulations.2007

    • Author(s)
      Miura, K., Tsubo, Y., Okada M. & Fukai, T.
    • Journal Title

      J. Neurosci. 27

      Pages: 13802-13812

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sparse and dense encoding in layered associative network of spiking neurons.2007

    • Author(s)
      Ishibashi, K., Hamaguchi, K. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • NAID

      110006532212

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A neural network model for generating complex birdsong syntax.2007

    • Author(s)
      Katahira, K., Okanoya, K. & Okada, M.
    • Journal Title

      Biol. Cybern. 97

      Pages: 441-448

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Theory of time domain ensemble on-line learning of perceptron.2007

    • Author(s)
      Uezu, T., Miyoshi, S., Izuo, M. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn 76

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of nonlinear on-line learning for ensemble teachers.2007

    • Author(s)
      Utsumi, H., Miyoshi, M. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn 76

    • NAID

      110006530730

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Retrieval property of attractor network with synaptic depression.2007

    • Author(s)
      Matsumoto, N., Ide, D., Watanabe, M. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • NAID

      110006366845

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Filtering of spatial bias and noise inputs by locally connected neural networks.2007

    • Author(s)
      Masuda, N., Okada, M. & Aihara, K.
    • Journal Title

      Neural Comput. 19

      Pages: 1854-1870

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Variable time scales of repeated spike patterns in synfire chain with mexican-hat connectivity2007

    • Author(s)
      Hamaguchi, K., Okada, M. & Aihara, K.
    • Journal Title

      Neural Comput. 19

      Pages: 2468-2491

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Study on quantum annealing using the density matrix renormalization group.2007

    • Author(s)
      Suzuki, S. & Okada, M.
    • Journal Title

      Interdis. Info. Sci. 13

      Pages: 49-55

    • NAID

      110006276883

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] LDPC decoding dynamics from a PCA viewpoint.2007

    • Author(s)
      Hara, S., Akira, Y., Ishii, E., Inoue, M. & Okada, M.
    • Journal Title

      Interdis. Info. Sci. 13

      Pages: 43-48

    • NAID

      110006274938

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Selectivity and stability via dendritic nonlinearity.2007

    • Author(s)
      Morita, K., Okada, M. & Aihara, K.
    • Journal Title

      Neural Comput. 19

      Pages: 1798-1853

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanical study of CDMA multiuser detectors-Analysis of RS and 1RSB solutions-2007

    • Author(s)
      Yoshida, M., Uezu, T., Tanaka, T. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Controlling synfire chain by inhibitory synaptic input.2007

    • Author(s)
      Shinozaki, T., Cateau, H., Urakubo, H. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • NAID

      210000106659

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Retrieval of branching sequences in an associative memory model with common external input and bias input2007

    • Author(s)
      Katahira, K., Kawamura, M., Okanoya, K. & Okada, M
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • NAID

      110006278070

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Higher order effects on rate reduction for networks of Hodgkin-Huxley neurons.2007

    • Author(s)
      Oizumi, M., Miyawaki, Y. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • NAID

      110006278069

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line learning when a moving teacher goes around an unlearnable true teacher.2007

    • Author(s)
      Urakami, M., Miyoshi, M. & Okada, M.
    • Journal Title

      J. Phys. Soc. Jpn. 76

    • NAID

      110006278043

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical Mechanics of On-line Learning When a Moving Teacher Goes around an Unlearnable True Teacher2007

    • Author(s)
      M.Urakami, S.Miyoshi, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 74

      Pages: 44003-44003

    • NAID

      110006278043

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Higher order effects on rate reduction for networks of Hodgkin-Huxley neurons to be published in Journal of the Physical Society of Japan.2007

    • Author(s)
      M.Oizumi, Y.Miyawaki, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 74

      Pages: 44803-44803

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Retrieval of Branching Sequences in an Associative Memory Mode with Common External Input and Bias Input2007

    • Author(s)
      K.Katahira, M.Kawamura, K.Okanoya, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 76

      Pages: 44804-44804

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Statistical mechanics of mutual learning with a latent teacher.2007

    • Author(s)
      K.Hara, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 76

      Pages: 14001-14001

    • NAID

      110006151543

    • Related Report
      2006 Annual Research Report
  • [Journal Article] information science and associative memory model2006

    • Author(s)
      Masato Okada, Brain science
    • Journal Title

      New Generation Compu- ting 24

      Pages: 185-201

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analytic solution of neural network with diso- rdered lateral inhibition2006

    • Author(s)
      Kosuke Hamaguchi, Jonathan PL Hatchett, Masato Okada
    • Journal Title

      Physical Review E, 73, 051104 73

      Pages: 51104-51104

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Unbiased estimator of shape parameter for spiking irregularities under changing environments2006

    • Author(s)
      Keiji Miura, Masato Okada,, Shun-ichi Amari
    • Journal Title

      Advances in Neural Information Processing Systems 18

      Pages: 891-891

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimated distribution of specific membrane resistance in hippocampal CA1 pyramidal neuron2006

    • Author(s)
      Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa, Masashi Inoue, Masato Okada
    • Journal Title

      Brain Research 1125

      Pages: 199-199

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimating spiking irregularities under changing environments2006

    • Author(s)
      Keiji Miura, Masato Okada,, Shun-ichi Amari
    • Journal Title

      Neural Computation 18

      Pages: 2359-2359

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of lossy compression using multilayer perceptrons2006

    • Author(s)
      Kazushi Mimura, Masato Okada
    • Journal Title

      Physical Review E 74

      Pages: 26108-26108

    • NAID

      120005402715

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Stochastic transitions of attractors in associative memory models with correlated noise2006

    • Author(s)
      Masaki Kawamura, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(12)

      Pages: 124063-124063

    • NAID

      110005716688

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of linear and nonlinear time-domain ensemble learning2006

    • Author(s)
      Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(12)

      Pages: 124002-124002

    • NAID

      110005716678

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Theory of interaction of memory patterns in layered associative network2006

    • Author(s)
      Kazuya Ishibashi, Kosuke Hamaguchi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(11)

      Pages: 114803-114803

    • NAID

      110004852783

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Distinction of coexistent attractors in an attractor neural network model using a relaxation process of fluct- uations in firing rates - Analysis with statistical mechanics2006

    • Author(s)
      Sawako Tanimoto, Masato Okada, Tomoyuki Kimoto, Tatsuya Uezu
    • Journal Title

      Journal of the Physical Society of Japan 75(10)

      Pages: 104004-104004

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of time domain ensemble learning2006

    • Author(s)
      Seiji Miyoshi, Tatsuya Uezu, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(8)

      Pages: 84007-84007

    • NAID

      110004799205

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of online learning for ensemble teachers2006

    • Author(s)
      Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(4)

      Pages: 44002-44002

    • NAID

      110004729258

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analysis method combining Monte Carlo simulation and principal component analysis - Application to Sourlas code2006

    • Author(s)
      Masato Inoue, Koji Hukushima, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(8)

      Pages: 84003-84003

    • NAID

      110004799201

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of on-line learning when a moving teacher goes around a true teacher2006

    • Author(s)
      Seiji Miyoshi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 75(2)

      Pages: 24003-24003

    • NAID

      110004086865

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Dynamical replica theoretic analysis of CDMA detection dynamics2006

    • Author(s)
      Jonathan PL Hatchett, Masato Okada
    • Journal Title

      Journal of Physics A:Mathematical and General 39(15)

      Pages: 3883-3902

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Globally coupled resonate-and-fire models2006

    • Author(s)
      Keiji Miura, Masato Okada
    • Journal Title

      Progress of Theoretical Physics Supplement 161

      Pages: 255-259

    • NAID

      110004729440

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analytic solution of neural network with disordered lateral inhibition.2006

    • Author(s)
      K.Hamaguchi, J.PL Hatchett, M.Okada
    • Journal Title

      Physical Review E 73

      Pages: 51104-51104

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Statistical mechanics of lossy compression using multilayer perceptrons.2006

    • Author(s)
      Kazushi Mimura, Masato Okada
    • Journal Title

      Physical Review E 74

      Pages: 26108-26108

    • NAID

      120005402715

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Distinction of coexistent attractors in an attractor neural network model using a relaxation process of fluctuations in firing rates - Analysis with statistical mechanics.2006

    • Author(s)
      S.Tanimto, M.Okada, T.Kimoto, T.Uezu
    • Journal Title

      Journal of the Physical Society of Japan 75

      Pages: 104004-104004

    • NAID

      110004821503

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Statistical mechanics of time domain ensemble learning.2006

    • Author(s)
      S.Miyoshi, T.Uezu, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 75

      Pages: 84007-84007

    • NAID

      110004799205

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Theory of interaction of memory patterns in layered associative network2006

    • Author(s)
      K.Ishibashi, K.Hamaguchi, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 75

      Pages: 114803-114803

    • NAID

      110004852783

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Analysis method combining Monte Carlo simulation and principal component analysis - Application to Sourlas code.2006

    • Author(s)
      M.Inoue, K.Hukushima, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 75

      Pages: 84003-84003

    • NAID

      110004799201

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Statistical mechanics of online learning for ensemble teachers.2006

    • Author(s)
      S.Miyoshi, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 75

      Pages: 44002-44002

    • NAID

      110004729258

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Dynamical replica theoretic analysis of CDMA detection dynamics.2006

    • Author(s)
      J.PL Hatchett, M.Okada
    • Journal Title

      Journal of Physics A Mathematical and General 39

      Pages: 3883-3902

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Estimating spiking irregularities under changing environments.2006

    • Author(s)
      K.Miura, M.Okada, S.Amari
    • Journal Title

      Neural Computation. 18

      Pages: 2359-2386

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Statistical mechanics of linear and nonlinear time-domain ensemble learning.2006

    • Author(s)
      S.Miyoshi, M.Okada
    • Journal Title

      Journal of the Physical Society of Japan 75

      Pages: 124002-124002

    • NAID

      110005716678

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Instabilities in associative memory model with synaptic depresssion and switching phenomena among attractors

    • Author(s)
      Yosuke Otsubo, Kenji Nagata, Masafumi Oizumi, Masato Okada
    • Journal Title

      to be published in Journal of the Physical Society of Japan

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Mean field analysis of stochastic neural network models with synaptic depression

    • Author(s)
      Yasuhiko Igarashi, Masafumi Oizumi, Masato Okada
    • Journal Title

      to be published in Journal of the Physical Society of Japan

    • NAID

      40017245107

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Mechanisms of maximum information preservation in the Drosophila antennal lobe, to be published in PLoS ONE

    • Author(s)
      Ryota Satoh#, Masafumi Oizumi#, Hokto Kazama, Masato Okada
    • Journal Title

      These authors equally contributed to this work

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analytical investigation of the effects of lateral connections on the accuracy of population coding

    • Author(s)
      Masafumi Oizumi, Keiji Miura, Masato Okada
    • Journal Title

      to be published in Physical Review E

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Sparse and dense encoding in layered associative network of spiking neurons

    • Author(s)
      azuya Ishibashi, Kosuke Hamaguchi, Masato Okada
    • Journal Title

      Journal of the Physical Society of Japan 76

      Pages: 124801-124801

    • NAID

      110006532212

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Extracting State Transition Dynamics from Multiple Spike Trains Using Hidden Markov Models with Correlated Poisson Distribution

    • Author(s)
      Kentaro Katahira, Jun Nishikawa, Kazuo Okanoya and Masato Okada
    • Journal Title

      Neural Computation (in press)

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Journal Article] Transfer Matrix Method for Instantaneous Spike Rate Estimation

    • Author(s)
      Kazuho Watanabe, Hiroyuki Tanaka, Keiji Miura, Masato Okada
    • Journal Title

      IEICE Transactions on Information and Systems Vol.E92-D, No.7

      Pages: 2009-2009

    • NAID

      10026810113

    • Related Report
      2008 Self-evaluation Report
    • Peer Reviewed
  • [Presentation] Simultaneous Clustering and Dimensionality Reduction Using Variational Bayesian Mixture Model2009

    • Author(s)
      Kazuho Watanabe
    • Organizer
      nternational Federation of Classification Societies 2009 Conference
    • Place of Presentation
      Dresden University of Technology
    • Year and Date
      2009-03-10
    • Related Report
      2008 Self-evaluation Report
  • [Presentation] The significance of a nonlinear transformation and a role of local neurons in an olfactory circuit2009

    • Author(s)
      Satoh Ryota
    • Organizer
      Computational and Systems Neuroscience(COSYNE2009)
    • Place of Presentation
      Salt Lake City, Utah
    • Year and Date
      2009-02-27
    • Related Report
      2008 Annual Research Report
  • [Presentation] How far can the decoding process in the brain be simplified?2009

    • Author(s)
      Oizumi Masafumi
    • Organizer
      Computational and Systems Neuroscience(COSYNE2009)
    • Place of Presentation
      Salt Lake City, Utah
    • Year and Date
      2009-02-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] Phase Response Curve of Spike Response Model2009

    • Author(s)
      Iida Munenori
    • Organizer
      Computational and Systems Neuroscience(COSYNE 2009)
    • Place of Presentation
      Salt Lake City, Utah
    • Year and Date
      2009-02-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] Which model can properly describe dynamics and smoothness of firing rate?2009

    • Author(s)
      Takiyama Ken
    • Organizer
      Computational and Systems Neuroscience(COSYNE2009)
    • Place of Presentation
      Salt Lake City, Utah
    • Year and Date
      2009-02-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] A general framework for investigating how far the decoding process in the brain can be simplified2008

    • Author(s)
      Masafumi Oizumi, Toshiyuki Ishii, Kazuya Ishibashi, Hosoya Toshihiko, Masato Okada
    • Organizer
      The Neural Information Processing Systems
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2008-12-10
    • Related Report
      2008 Self-evaluation Report
  • [Presentation] Analysis of Ising Spin Neural Network with Time-Dependent Mexican-Hat-Tvoelnteraction2008

    • Author(s)
      Hera Kazuyuki
    • Organizer
      ICONIP 2008 Part II Lecturenote in Computer Science
    • Place of Presentation
      New Zealand(Auckiand)
    • Year and Date
      2008-11-26
    • Related Report
      2008 Annual Research Report
  • [Presentation] A general framework for investigating how far the decoding process in the brain can be simplified2008

    • Author(s)
      Oizumi Masafumi
    • Organizer
      Neural Information Processing Systems(NIPS 2008)
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2008-09-10
    • Related Report
      2008 Annual Research Report
  • [Presentation] Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM2008

    • Author(s)
      Kentaro Katahira
    • Organizer
      Neural Information Processing Systems(NIPS 2008)
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2008-09-09
    • Related Report
      2008 Annual Research Report
  • [Book] スパイクの確率論(『シリーズ脳科学1脳の計算論』,深井朋樹(編),甘利俊一(監修))2009

    • Author(s)
      岡田真人
    • Publisher
      東京大学出版社
    • Related Report
      2009 Final Research Report
  • [Book] 視覚情報処理入門(『理工学系からの脳科学入門』, 合原一幸(編), 神崎亮平(編))2008

    • Author(s)
      岡田真人
    • Publisher
      東京大学出版社
    • Related Report
      2009 Final Research Report
  • [Remarks]

    • URL

      http://mns.k.u-tokyo.ac.jp/~okada/

    • Related Report
      2009 Final Research Report

URL: 

Published: 2006-04-01   Modified: 2018-03-28  

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