Tomoki Fukai

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 14

Top Topics

Arabidopsis Thaliana

Hopfield Network

Synaptic Weights

Top Venues

PLoS Comput. Biol.

Frontiers Neuroinformatics

Publications

Kazuki Takahashi, Tomoki Fukai, Yutaka Sakai, Takashi Takekawa
Goal-oriented inference of environment from redundant observations. Neural Networks 174 (2024)
Thomas F. Burns, Tomoki Fukai
Simplicial Hopfield networks. CoRR (2023)
Tom M. George, Kimberly L. Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai
A generative model of the hippocampal formation trained with theta driven local learning rules. NeurIPS (2023)
Roman Koshkin, Tomoki Fukai
Unsupervised Detection of Cell Assemblies with Graph Neural Networks. Tiny Papers @ ICLR (2023)
Ibrahim Alsolami, Tomoki Fukai
An Inherent Trade-Off in Noisy Neural Communication with Rank-Order Coding. CoRR (2023)
Thomas F. Burns, Tomoki Fukai
Simplicial Hopfield networks. ICLR (2023)
Kazuki Takahashi, Tomoki Fukai, Yutaka Sakai, Takashi Takekawa
Goal-oriented inference of environment from redundant observations. CoRR (2023)
Giorgia Dellaferrera, Toshitake Asabuki, Tomoki Fukai
Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons. CoRR (2022)
Ibrahim Alsolami, Tomoki Fukai
An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization. CoRR (2022)
Toshitake Asabuki, Prajakta Kokate, Tomoki Fukai
Neural circuit mechanisms of hierarchical sequence learning tested on large-scale recording data. PLoS Comput. Biol. 18 (6) (2022)
Tatsuya Haga, Tomoki Fukai
Multiscale representations of community structures in attractor neural networks. PLoS Comput. Biol. 17 (8) (2021)
Keita Watanabe, Tatsuya Haga, Masami Tatsuno, David R. Euston, Tomoki Fukai
Unsupervised Detection of Cell-Assembly Sequences by Similarity-Based Clustering. Frontiers Neuroinformatics 13 (2019)
Toshitake Asabuki, Naoki Hiratani, Tomoki Fukai
Interactive reservoir computing for chunking information streams. PLoS Comput. Biol. 14 (10) (2018)
Anthony J. DeCostanzo, Chi Chung Alan Fung, Tomoki Fukai
Hippocampal Neurogenesis Reduces the Dimensionality of Sparsely Coded Representations to Enhance Memory Encoding. Frontiers Comput. Neurosci. 12 (2018)
Naoki Hiratani, Tomoki Fukai
Mixed Signal Learning by Spike Correlation Propagation in Feedback Inhibitory Circuits. PLoS Comput. Biol. 11 (4) (2015)
Florence I. Kleberg, Tomoki Fukai, Matthieu Gilson
Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity. Frontiers Comput. Neurosci. 8 (2014)
Susanne Kunkel, Maximilian Schmidt, Jochen Martin Eppler, Hans Ekkehard Plesser, Gen Masumoto, Jun Igarashi, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann, Moritz Helias
Spiking network simulation code for petascale computers. Frontiers Neuroinformatics 8 (2014)
Jun-nosuke Teramae, Tomoki Fukai
Computational Implications of Lognormally Distributed Synaptic Weights. Proc. IEEE 102 (4) (2014)
Tomoki Fukai, Jun-nosuke Teramae
Lessons From Spontaneous Neural Noise Genesis on Neuromorphic Engineering [Further Thoughts]. Proc. IEEE 102 (4) (2014)
Tomohiro Fujita, Tomoki Fukai, Katsunori Kitano
Influences of membrane properties on phase response curve and synchronization stability in a model globus pallidus neuron. J. Comput. Neurosci. 32 (3) (2012)
Moritz Helias, Susanne Kunkel, Gen Masumoto, Jun Igarashi, Jochen Martin Eppler, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann
Supercomputers Ready for Use as Discovery Machines for Neuroscience. Frontiers Neuroinformatics 6 (2012)
Matthieu Gilson, Tomoki Fukai, Anthony N. Burkitt
Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity. PLoS Comput. Biol. 8 (7) (2012)
Naoki Hiratani, Jun-nosuke Teramae, Tomoki Fukai
Associative memory model with long-tail-distributed Hebbian synaptic connections. Frontiers Comput. Neurosci. 6 (2012)
Yasuhiro Tsubo, Yoshikazu Isomura, Tomoki Fukai
Power-Law Inter-Spike Interval Distributions Infer a Conditional Maximization of Entropy in Cortical Neurons. PLoS Comput. Biol. 8 (4) (2012)
Takashi Takekawa, Yoshikazu Isomura, Tomoki Fukai
Spike sorting of heterogeneous neuron types by multimodality-weighted PCA and explicit robust variational Bayes. Frontiers Neuroinformatics 6 (2012)
Jun Igarashi, Osamu Shouno, Tomoki Fukai, Hiroshi Tsujino
Real-time simulation of a spiking neural network model of the basal ganglia circuitry using general purpose computing on graphics processing units. Neural Networks 24 (9) (2011)
Nobuhiko Wagatsuma, Tobias C. Potjans, Markus Diesmann, Tomoki Fukai
Layer-Dependent Attentional Processing by Top-down Signals in a Visual Cortical Microcircuit Model. Frontiers Comput. Neurosci. 5 (2011)
Tomoki Fukai, Yuji Ikegaya, Stefan Rotter
Analysis and modeling of massively parallel neural signals - 2010 Special Issue. Neural Networks 23 (6) (2010)
Ken Nakae, Yukito Iba, Yasuhiro Tsubo, Tomoki Fukai, Toshio Aoyagi
Bayesian estimation of phase response curves. Neural Networks 23 (6) (2010)
Takashi Takekawa, Tomoki Fukai
A novel view of the variational Bayesian clustering. Neurocomputing 72 (13-15) (2009)
Hiroshi Okamoto, Tomoki Fukai
Recurrent Network Models for Perfect Temporal Integration of Fluctuating Correlated Inputs. PLoS Comput. Biol. 5 (6) (2009)
Siu Kang, Katsunori Kitano, Tomoki Fukai
Structure of Spontaneous UP and DOWN Transitions Self-Organizing in a Cortical Network Model. PLoS Comput. Biol. 4 (3) (2008)
Yutaka Sakai, Tomoki Fukai
The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors. Neural Comput. 20 (1) (2008)
Jun-nosuke Teramae, Tomoki Fukai
Complex evolution of spike patterns during burst propagation through feed-forward networks. Biol. Cybern. 99 (2) (2008)
Hideyuki Câteau, Katsunori Kitano, Tomoki Fukai
Interactions between Spike-Timing-Dependent Plasticity and Phase Response Curve Lead to Wireless Clustering. ICONIP (1) (2007)
Takashi Takekawa, Toshio Aoyagi, Tomoki Fukai
Synchronous and asynchronous bursting states: role of intrinsic neural dynamics. J. Comput. Neurosci. 23 (2) (2007)
Katsunori Kitano, Tomoki Fukai
Variability v.s. synchronicity of neuronal activity in local cortical network models with different wiring topologies. J. Comput. Neurosci. 23 (2) (2007)
Jun-nosuke Teramae, Tomoki Fukai
Local cortical circuit model inferred from power-law distributed neuronal avalanches. J. Comput. Neurosci. 22 (3) (2007)
Yutaka Sakai, Hiroshi Okamoto, Tomoki Fukai
Computational algorithms and neuronal network models underlying decision processes. Neural Networks 19 (8) (2006)
Jun-nosuke Teramae, Tomoki Fukai
A Cellular Mechanism for Graded Persistent Activity in a Model Neuron and Its Implications in Working Memory. J. Comput. Neurosci. 18 (1) (2005)
Hiroshi Okamoto, Tomoki Fukai
Propagation of quasi-stable activation in a chain of recurrent neural networks. Neurocomputing (2004)
Masaki Nomura, Toshio Aoyagi, Tomoki Fukai
Gamma frequency synchronization in a local cortical network model. Neurocomputing (2004)
Siu Kang, Katsunori Kitano, Tomoki Fukai
Self-organized two-state membrane potential transitions in a network of realistically modeled cortical neurons. Neural Networks 17 (3) (2004)
Toshio Aoyagi, Takashi Takekawa, Tomoki Fukai
Gamma Rhythmic Bursts: Coherence Control in Networks of Cortical Pyramidal Neurons. Neural Comput. 15 (5) (2003)
Masaki Nomura, Tomoki Fukai, Toshio Aoyagi
Synchrony of Fast-Spiking Interneurons Interconnected by GABAergic and Electrical Synapses. Neural Comput. 15 (9) (2003)
Hiroshi Okamoto, Tomoki Fukai
Neural bases of accumulator models. Neurocomputing (2003)
Hideyuki Câteau, Tomoki Fukai
A Stochastic Method to Predict the Consequence of Arbitrary Forms of Spike-Timing-Dependent Plasticity. Neural Comput. 15 (3) (2003)
Katsunori Kitano, Hiroshi Okamoto, Tomoki Fukai
Time representing cortical activities: two models inspired by prefrontal persistent activity. Biol. Cybern. 88 (5) (2003)
Hideyuki Câteau, Katsunori Kitano, Tomoki Fukai
An accurate and widely applicable method to determine the distribution of synaptic strengths formed by the spike-timing-dependent learning. Neurocomputing (2002)
Katsunori Kitano, Hideyuki Câteau, Tomoki Fukai
Sustained activity with low firing rate in a recurrent network regulated by spike-timing-dependent plasticity. Neurocomputing (2002)
Tomoki Fukai, Katsunori Kitano, Toshio Aoyagi, Youngnam Kang
Modeling the layer V cortical pyramidal neurons showing theta-rhythmic firing in the presence of muscarine. Neurocomputing (2002)
Toshio Aoyagi, Nobuhiko Terada, Youngnam Kang, Takeshi Kaneko, Tomoki Fukai
-dependent cationic currents. Neurocomputing (2001)
Tomoki Fukai, Seinichi Kanemura
Noise-tolerant stimulus discrimination by synchronization with depressing synapses. Biol. Cybern. 85 (2) (2001)
Tomoki Fukai
Neuronal analog-digital information transformation at the gamma frequency. Neurocomputing (2001)
Katsunori Kitano, Toshio Aoyagi, Tomoki Fukai
Synchronous and asynchronous activities in a network model of the striatal spiny projection neurons. Neurocomputing (2001)
Hiroshi Okamoto, Tomoki Fukai
On experimental predictions from a model for a neural mechanism of internal timer. Neurocomputing (2001)
Hideyuki Câteau, Tomoki Fukai
Fokker-Planck approach to the pulse packet propagation in synfire chain. Neural Networks 14 (6-7) (2001)
Tomoki Fukai, Seinichi Kanemura
Precisely timed transient synchronization by depressing synapses. Neurocomputing (2000)
Hiroshi Okamoto, Tomoki Fukai
A model for neural representation of intervals of time. Neurocomputing (2000)
Tomoki Fukai
Sequence generation in arbitrary temporal patterns from theta-nested gamma oscillations: a model of the basal ganglia-thalamo-cortical loops. Neural Networks 12 (7-8) (1999)
Tetsuya Asai, Tomoki Fukai, Shigeru Tanaka
A subthreshold MOS circuit for the Lotka-Volterra neural network producing the winners-share-all solution. Neural Networks 12 (2) (1999)
Tomoki Fukai
Modeling the interplay of short-term memory and the basal ganglia in sequence processing. Neurocomputing (1999)
Tomoki Fukai, Seinichi Kanemura
Synchrony with Depressive Synapses under Temporally-Fluctuating Stimulus Spikes. ICONIP (1998)
Tomoki Fukai, Shigeru Tanaka
A Simple Neural Network Exhibiting Selective Activation of Neuronal Ensemblies: From Winner-Take-All to Winners-Share-All. Neural Comput. 9 (1) (1997)
Tomoki Fukai
Bulbocortical interplay in olfactory information processing via synchronous oscillations. Biol. Cybern. 74 (4) (1996)
Tetsuya Asai, Hideyo Yokotsuka, Tomoki Fukai
A MOS circuit for a nonmonotonic neural network with excellent retrieval capabilities. IEEE Trans. Neural Networks 7 (1) (1996)
Tomoki Fukai
Competition in the temporal domain among neural activities phase-locked to subthreshold oscillations. Biol. Cybern. 75 (6) (1996)
Tomoki Fukai, Jongho Kim, Masatoshi Shiino
Retrieval properties of analog neural networks and the nonmonotonicity of transfer functions. Neural Networks 8 (3) (1995)
Tomoki Fukai, Masatoshi Shiino
Memory Recall by Quasi-Fixed-Point Attractors in Oscillator Neural Networks. Neural Comput. 7 (3) (1995)
Toshiki Matsushita, Susumu Moriyama, Tomoki Fukai
/calmodulin-dependent protein kinase II in synapses. Biol. Cybern. 72 (6) (1995)
Tomoki Fukai
A model cortical circuit for the storage of temporal sequences. Biol. Cybern. 72 (4) (1995)
Tomoki Fukai
Synchronization of neural activity is a promising mechanism of memory information processing in networks of columns. Biol. Cybern. 71 (3) (1994)
Tomoki Fukai
A model of cortical memory processing based on columnar organization. Biol. Cybern. 70 (5) (1994)