Tomoki Fukai

Orcid: 0000-0001-6977-5638

According to our database1, Tomoki Fukai authored at least 71 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Goal-oriented inference of environment from redundant observations.
Neural Networks, 2024

An Inherent Trade-Off in Noisy Neural Communication with Rank-Order Coding.
CoRR, 2023

A generative model of the hippocampal formation trained with theta driven local learning rules.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Unsupervised Detection of Cell Assemblies with Graph Neural Networks.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Simplicial Hopfield networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Neural circuit mechanisms of hierarchical sequence learning tested on large-scale recording data.
PLoS Comput. Biol., 2022

An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization.
CoRR, 2022

Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons.
CoRR, 2022

Multiscale representations of community structures in attractor neural networks.
PLoS Comput. Biol., 2021

Unsupervised Detection of Cell-Assembly Sequences by Similarity-Based Clustering.
Frontiers Neuroinformatics, 2019

Interactive reservoir computing for chunking information streams.
PLoS Comput. Biol., 2018

Hippocampal Neurogenesis Reduces the Dimensionality of Sparsely Coded Representations to Enhance Memory Encoding.
Frontiers Comput. Neurosci., 2018

Mixed Signal Learning by Spike Correlation Propagation in Feedback Inhibitory Circuits.
PLoS Comput. Biol., 2015

Computational Implications of Lognormally Distributed Synaptic Weights.
Proc. IEEE, 2014

Lessons From Spontaneous Neural Noise Genesis on Neuromorphic Engineering [Further Thoughts].
Proc. IEEE, 2014

Spiking network simulation code for petascale computers.
Frontiers Neuroinformatics, 2014

Excitatory and inhibitory STDP jointly tune feedforward neural circuits to selectively propagate correlated spiking activity.
Frontiers Comput. Neurosci., 2014

Power-Law Inter-Spike Interval Distributions Infer a Conditional Maximization of Entropy in Cortical Neurons.
PLoS Comput. Biol., 2012

Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity.
PLoS Comput. Biol., 2012

Influences of membrane properties on phase response curve and synchronization stability in a model globus pallidus neuron.
J. Comput. Neurosci., 2012

Spike sorting of heterogeneous neuron types by multimodality-weighted PCA and explicit robust variational Bayes.
Frontiers Neuroinformatics, 2012

Supercomputers Ready for Use as Discovery Machines for Neuroscience.
Frontiers Neuroinformatics, 2012

Associative memory model with long-tail-distributed Hebbian synaptic connections.
Frontiers Comput. Neurosci., 2012

Real-time simulation of a spiking neural network model of the basal ganglia circuitry using general purpose computing on graphics processing units.
Neural Networks, 2011

Layer-Dependent Attentional Processing by Top-down Signals in a Visual Cortical Microcircuit Model.
Frontiers Comput. Neurosci., 2011

Bayesian estimation of phase response curves.
Neural Networks, 2010

Analysis and modeling of massively parallel neural signals - 2010 Special Issue.
Neural Networks, 2010

Recurrent Network Models for Perfect Temporal Integration of Fluctuating Correlated Inputs.
PLoS Comput. Biol., 2009

A novel view of the variational Bayesian clustering.
Neurocomputing, 2009

Structure of Spontaneous UP and DOWN Transitions Self-Organizing in a Cortical Network Model.
PLoS Comput. Biol., 2008

The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors.
Neural Comput., 2008

Complex evolution of spike patterns during burst propagation through feed-forward networks.
Biol. Cybern., 2008

Local cortical circuit model inferred from power-law distributed neuronal avalanches.
J. Comput. Neurosci., 2007

Synchronous and asynchronous bursting states: role of intrinsic neural dynamics.
J. Comput. Neurosci., 2007

Variability v.s. synchronicity of neuronal activity in local cortical network models with different wiring topologies.
J. Comput. Neurosci., 2007

Interactions between Spike-Timing-Dependent Plasticity and Phase Response Curve Lead to Wireless Clustering.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Computational algorithms and neuronal network models underlying decision processes.
Neural Networks, 2006

A Cellular Mechanism for Graded Persistent Activity in a Model Neuron and Its Implications in Working Memory.
J. Comput. Neurosci., 2005

Self-organized two-state membrane potential transitions in a network of realistically modeled cortical neurons.
Neural Networks, 2004

Propagation of quasi-stable activation in a chain of recurrent neural networks.
Neurocomputing, 2004

Gamma frequency synchronization in a local cortical network model.
Neurocomputing, 2004

Synchrony of Fast-Spiking Interneurons Interconnected by GABAergic and Electrical Synapses.
Neural Comput., 2003

A Stochastic Method to Predict the Consequence of Arbitrary Forms of Spike-Timing-Dependent Plasticity.
Neural Comput., 2003

Gamma Rhythmic Bursts: Coherence Control in Networks of Cortical Pyramidal Neurons.
Neural Comput., 2003

Neural bases of accumulator models.
Neurocomputing, 2003

Time representing cortical activities: two models inspired by prefrontal persistent activity.
Biol. Cybern., 2003

Sustained activity with low firing rate in a recurrent network regulated by spike-timing-dependent plasticity.
Neurocomputing, 2002

Modeling the layer V cortical pyramidal neurons showing theta-rhythmic firing in the presence of muscarine.
Neurocomputing, 2002

An accurate and widely applicable method to determine the distribution of synaptic strengths formed by the spike-timing-dependent learning.
Neurocomputing, 2002

Fokker-Planck approach to the pulse packet propagation in synfire chain.
Neural Networks, 2001

On experimental predictions from a model for a neural mechanism of internal timer.
Neurocomputing, 2001

Synchronous and asynchronous activities in a network model of the striatal spiny projection neurons.
Neurocomputing, 2001

Neuronal analog-digital information transformation at the gamma frequency.
Neurocomputing, 2001

A bursting mechanism of chattering neurons based on Ca<sup>2+</sup>-dependent cationic currents.
Neurocomputing, 2001

Noise-tolerant stimulus discrimination by synchronization with depressing synapses.
Biol. Cybern., 2001

A model for neural representation of intervals of time.
Neurocomputing, 2000

Precisely timed transient synchronization by depressing synapses.
Neurocomputing, 2000

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

A subthreshold MOS circuit for the Lotka-Volterra neural network producing the winners-share-all solution.
Neural Networks, 1999

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

Synchrony with Depressive Synapses under Temporally-Fluctuating Stimulus Spikes.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998

A Simple Neural Network Exhibiting Selective Activation of Neuronal Ensemblies: From Winner-Take-All to Winners-Share-All.
Neural Comput., 1997

A MOS circuit for a nonmonotonic neural network with excellent retrieval capabilities.
IEEE Trans. Neural Networks, 1996

Bulbocortical interplay in olfactory information processing via synchronous oscillations.
Biol. Cybern., 1996

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

Retrieval properties of analog neural networks and the nonmonotonicity of transfer functions.
Neural Networks, 1995

Memory Recall by Quasi-Fixed-Point Attractors in Oscillator Neural Networks.
Neural Comput., 1995

Switching dynamics and the transient memory storage in a model enzyme network involving Ca<sup>2+</sup>/calmodulin-dependent protein kinase II in synapses.
Biol. Cybern., 1995

A model cortical circuit for the storage of temporal sequences.
Biol. Cybern., 1995

A model of cortical memory processing based on columnar organization.
Biol. Cybern., 1994

Synchronization of neural activity is a promising mechanism of memory information processing in networks of columns.
Biol. Cybern., 1994