Synchronization of neural activity is a promising mechanism of memory information processing in networks of columns. - Tomoki Fukai (Biol. Cybern., 1994)

A model of cortical memory processing based on columnar organization. - Tomoki Fukai (Biol. Cybern., 1994)

A model cortical circuit for the storage of temporal sequences. - Tomoki Fukai (Biol. Cybern., 1995)

Switching dynamics and the transient memory storage in a model enzyme network involving Ca2+/calmodulin-dependent protein kinase II in synapses. - Toshiki Matsushita; Susumu Moriyama; Tomoki Fukai (Biol. Cybern., 1995)

Memory Recall by Quasi-Fixed-Point Attractors in Oscillator Neural Networks. - Tomoki Fukai; Masatoshi Shiino (Neural Comput., 1995)

Retrieval properties of analog neural networks and the nonmonotonicity of transfer functions. - Tomoki Fukai; Jongho Kim; Masatoshi Shiino (Neural Networks, 1995)

Competition in the temporal domain among neural activities phase-locked to subthreshold oscillations. - Tomoki Fukai (Biol. Cybern., 1996)

Bulbocortical interplay in olfactory information processing via synchronous oscillations. - Tomoki Fukai (Biol. Cybern., 1996)

A MOS circuit for a nonmonotonic neural network with excellent retrieval capabilities. - Tetsuya Asai; Hideyo Yokotsuka; Tomoki Fukai (IEEE Trans. Neural Networks, 1996)

A Simple Neural Network Exhibiting Selective Activation of Neuronal Ensemblies: From Winner-Take-All to Winners-Share-All. - Tomoki Fukai; Shigeru Tanaka (Neural Comput., 1997)

Synchrony with Depressive Synapses under Temporally-Fluctuating Stimulus Spikes. - Tomoki Fukai; Seinichi Kanemura (ICONIP, 1998)

Modeling the interplay of short-term memory and the basal ganglia in sequence processing. - Tomoki Fukai (Neurocomputing, 1999)

A subthreshold MOS circuit for the Lotka-Volterra neural network producing the winners-share-all solution. - Tetsuya Asai; Tomoki Fukai; Shigeru Tanaka (Neural Networks, 1999)

Sequence generation in arbitrary temporal patterns from theta-nested gamma oscillations: a model of the basal ganglia-thalamo-cortical loops. - Tomoki Fukai (Neural Networks, 1999)

Precisely timed transient synchronization by depressing synapses. - Tomoki Fukai; Seinichi Kanemura (Neurocomputing, 2000)

A model for neural representation of intervals of time. - Hiroshi Okamoto; Tomoki Fukai (Neurocomputing, 2000)

Noise-tolerant stimulus discrimination by synchronization with depressing synapses. - Tomoki Fukai; Seinichi Kanemura (Biol. Cybern., 2001)

A bursting mechanism of chattering neurons based on Ca2+-dependent cationic currents. - Toshio Aoyagi; Nobuhiko Terada; Youngnam Kang; Takeshi Kaneko; Tomoki Fukai (Neurocomputing, 2001)

Neuronal analog-digital information transformation at the gamma frequency. - Tomoki Fukai (Neurocomputing, 2001)

Synchronous and asynchronous activities in a network model of the striatal spiny projection neurons. - Katsunori Kitano; Toshio Aoyagi; Tomoki Fukai (Neurocomputing, 2001)

On experimental predictions from a model for a neural mechanism of internal timer. - Hiroshi Okamoto; Tomoki Fukai (Neurocomputing, 2001)

Fokker-Planck approach to the pulse packet propagation in synfire chain. - Hideyuki Câteau; Tomoki Fukai (Neural Networks, 2001)

An accurate and widely applicable method to determine the distribution of synaptic strengths formed by the spike-timing-dependent learning. - Hideyuki Câteau; Katsunori Kitano; Tomoki Fukai (Neurocomputing, 2002)

Modeling the layer V cortical pyramidal neurons showing theta-rhythmic firing in the presence of muscarine. - Tomoki Fukai; Katsunori Kitano; Toshio Aoyagi; Youngnam Kang (Neurocomputing, 2002)

Sustained activity with low firing rate in a recurrent network regulated by spike-timing-dependent plasticity. - Katsunori Kitano; Hideyuki Câteau; Tomoki Fukai (Neurocomputing, 2002)

Time representing cortical activities: two models inspired by prefrontal persistent activity. - Katsunori Kitano; Hiroshi Okamoto; Tomoki Fukai (Biol. Cybern., 2003)

Neural bases of accumulator models. - Hiroshi Okamoto; Tomoki Fukai (Neurocomputing, 2003)

Gamma Rhythmic Bursts: Coherence Control in Networks of Cortical Pyramidal Neurons. - Toshio Aoyagi; Takashi Takekawa; Tomoki Fukai (Neural Comput., 2003)

A Stochastic Method to Predict the Consequence of Arbitrary Forms of Spike-Timing-Dependent Plasticity. - Hideyuki Câteau; Tomoki Fukai (Neural Comput., 2003)

Synchrony of Fast-Spiking Interneurons Interconnected by GABAergic and Electrical Synapses. - Masaki Nomura; Tomoki Fukai; Toshio Aoyagi (Neural Comput., 2003)

Gamma frequency synchronization in a local cortical network model. - Masaki Nomura; Toshio Aoyagi; Tomoki Fukai (Neurocomputing, 2004)

Propagation of quasi-stable activation in a chain of recurrent neural networks. - Hiroshi Okamoto; Tomoki Fukai (Neurocomputing, 2004)

Self-organized two-state membrane potential transitions in a network of realistically modeled cortical neurons. - Siu Kang; Katsunori Kitano; Tomoki Fukai (Neural Networks, 2004)

A Cellular Mechanism for Graded Persistent Activity in a Model Neuron and Its Implications in Working Memory. - Jun-nosuke Teramae; Tomoki Fukai (J. Comput. Neurosci., 2005)

Computational algorithms and neuronal network models underlying decision processes. - Yutaka Sakai; Hiroshi Okamoto; Tomoki Fukai (Neural Networks, 2006)

Interactions between Spike-Timing-Dependent Plasticity and Phase Response Curve Lead to Wireless Clustering. - Hideyuki Câteau; Katsunori Kitano; Tomoki Fukai (ICONIP (1), 2007)

Variability v.s. synchronicity of neuronal activity in local cortical network models with different wiring topologies. - Katsunori Kitano; Tomoki Fukai (J. Comput. Neurosci., 2007)

Synchronous and asynchronous bursting states: role of intrinsic neural dynamics. - Takashi Takekawa; Toshio Aoyagi; Tomoki Fukai (J. Comput. Neurosci., 2007)

Local cortical circuit model inferred from power-law distributed neuronal avalanches. - Jun-nosuke Teramae; Tomoki Fukai (J. Comput. Neurosci., 2007)

Complex evolution of spike patterns during burst propagation through feed-forward networks. - Jun-nosuke Teramae; Tomoki Fukai (Biol. Cybern., 2008)

The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors. - Yutaka Sakai; Tomoki Fukai (Neural Comput., 2008)

Structure of Spontaneous UP and DOWN Transitions Self-Organizing in a Cortical Network Model. - Siu Kang; Katsunori Kitano; Tomoki Fukai (PLoS Comput. Biol., 2008)

A novel view of the variational Bayesian clustering. - Takashi Takekawa; Tomoki Fukai (Neurocomputing, 2009)

Recurrent Network Models for Perfect Temporal Integration of Fluctuating Correlated Inputs. - Hiroshi Okamoto; Tomoki Fukai (PLoS Comput. Biol., 2009)

Analysis and modeling of massively parallel neural signals - 2010 Special Issue. - Tomoki Fukai; Yuji Ikegaya; Stefan Rotter (Neural Networks, 2010)

Bayesian estimation of phase response curves. - Ken Nakae; Yukito Iba; Yasuhiro Tsubo; Tomoki Fukai; Toshio Aoyagi (Neural Networks, 2010)

Layer-Dependent Attentional Processing by Top-down Signals in a Visual Cortical Microcircuit Model. - Nobuhiko Wagatsuma; Tobias C. Potjans; Markus Diesmann; Tomoki Fukai (Frontiers Comput. Neurosci., 2011)

Real-time simulation of a spiking neural network model of the basal ganglia circuitry using general purpose computing on graphics processing units. - Jun Igarashi; Osamu Shouno; Tomoki Fukai; Hiroshi Tsujino (Neural Networks, 2011)

Associative memory model with long-tail-distributed Hebbian synaptic connections. - Naoki Hiratani; Jun-nosuke Teramae; Tomoki Fukai (Frontiers Comput. Neurosci., 2012)

Supercomputers Ready for Use as Discovery Machines for Neuroscience. - Moritz Helias; Susanne Kunkel; Gen Masumoto; Jun Igarashi; Jochen Martin Eppler; Shin Ishii; Tomoki Fukai; Abigail Morrison; Markus Diesmann (Frontiers Neuroinformatics, 2012)

Spike sorting of heterogeneous neuron types by multimodality-weighted PCA and explicit robust variational Bayes. - Takashi Takekawa; Yoshikazu Isomura; Tomoki Fukai (Frontiers Neuroinformatics, 2012)

Influences of membrane properties on phase response curve and synchronization stability in a model globus pallidus neuron. - Tomohiro Fujita; Tomoki Fukai; Katsunori Kitano (J. Comput. Neurosci., 2012)

Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity. - Matthieu Gilson; Tomoki Fukai; Anthony N. Burkitt (PLoS Comput. Biol., 2012)

Power-Law Inter-Spike Interval Distributions Infer a Conditional Maximization of Entropy in Cortical Neurons. - Yasuhiro Tsubo; Yoshikazu Isomura; Tomoki Fukai (PLoS Comput. Biol., 2012)

Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity. - Florence I. Kleberg; Tomoki Fukai; Matthieu Gilson (Frontiers Comput. Neurosci., 2014)

Spiking network simulation code for petascale computers. - Susanne Kunkel; Maximilian Schmidt; Jochen Martin Eppler; Hans Ekkehard Plesser; Gen Masumoto; Jun Igarashi; Shin Ishii; Tomoki Fukai; Abigail Morrison; Markus Diesmann; Moritz Helias (Frontiers Neuroinformatics, 2014)

Lessons From Spontaneous Neural Noise Genesis on Neuromorphic Engineering [Further Thoughts]. - Tomoki Fukai; Jun-nosuke Teramae (Proc. IEEE, 2014)

Computational Implications of Lognormally Distributed Synaptic Weights. - Jun-nosuke Teramae; Tomoki Fukai (Proc. IEEE, 2014)

Mixed Signal Learning by Spike Correlation Propagation in Feedback Inhibitory Circuits. - Naoki Hiratani; Tomoki Fukai (PLoS Comput. Biol., 2015)

Hippocampal Neurogenesis Reduces the Dimensionality of Sparsely Coded Representations to Enhance Memory Encoding. - Anthony J. DeCostanzo; Chi Chung Alan Fung; Tomoki Fukai (Frontiers Comput. Neurosci., 2018)

Interactive reservoir computing for chunking information streams. - Toshitake Asabuki; Naoki Hiratani; Tomoki Fukai (PLoS Comput. Biol., 2018)

Unsupervised Detection of Cell-Assembly Sequences by Similarity-Based Clustering. - Keita Watanabe; Tatsuya Haga; Masami Tatsuno; David R. Euston; Tomoki Fukai (Frontiers Neuroinformatics, 2019)

Multiscale representations of community structures in attractor neural networks. - Tatsuya Haga; Tomoki Fukai (PLoS Comput. Biol., 2021)

Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons. - Giorgia Dellaferrera; Toshitake Asabuki; Tomoki Fukai (CoRR, 2022)

An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization. - Ibrahim Alsolami; Tomoki Fukai (CoRR, 2022)

Neural circuit mechanisms of hierarchical sequence learning tested on large-scale recording data. - Toshitake Asabuki; Prajakta Kokate; Tomoki Fukai (PLoS Comput. Biol., 2022)

Simplicial Hopfield networks. - Thomas F. Burns; Tomoki Fukai (ICLR, 2023)

Unsupervised Detection of Cell Assemblies with Graph Neural Networks. - Roman Koshkin; Tomoki Fukai (Tiny Papers @ ICLR, 2023)

A generative model of the hippocampal formation trained with theta driven local learning rules. - Tom M. George; Kimberly L. Stachenfeld; Caswell Barry; Claudia Clopath; Tomoki Fukai (NeurIPS, 2023)

An Inherent Trade-Off in Noisy Neural Communication with Rank-Order Coding. - Ibrahim Alsolami; Tomoki Fukai (CoRR, 2023)

convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data. - Roman Koshkin; Tomoki Fukai (ICML, 2024)

Associative memory inspires improvements for in-context learning using a novel attention residual stream architecture. - Thomas F. Burns; Tomoki Fukai; Christopher J. Earls (CoRR, 2024)

Goal-oriented inference of environment from redundant observations. - Kazuki Takahashi; Tomoki Fukai; Yutaka Sakai; Takashi Takekawa (Neural Networks, 2024)