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2020 – today
- 2024
[j63]Kazuki Takahashi
, Tomoki Fukai, Yutaka Sakai, Takashi Takekawa:
Goal-oriented inference of environment from redundant observations. Neural Networks 174: 106246 (2024)- [c6]Roman Koshkin, Tomoki Fukai:
convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data. ICML 2024 - 2023
- [c5]Thomas F. Burns, Tomoki Fukai:
Simplicial Hopfield networks. ICLR 2023 - [c4]Roman Koshkin, Tomoki Fukai:
Unsupervised Detection of Cell Assemblies with Graph Neural Networks. Tiny Papers @ ICLR 2023 - [c3]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 - [i5]Kazuki Takahashi, Tomoki Fukai, Yutaka Sakai, Takashi Takekawa:
Goal-oriented inference of environment from redundant observations. CoRR abs/2305.04432 (2023) - [i4]Thomas F. Burns, Tomoki Fukai:
Simplicial Hopfield networks. CoRR abs/2305.05179 (2023) - [i3]Ibrahim Alsolami, Tomoki Fukai:
An Inherent Trade-Off in Noisy Neural Communication with Rank-Order Coding. CoRR abs/2308.07034 (2023) - 2022
- [j62]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) - [i2]Giorgia Dellaferrera, Toshitake Asabuki, Tomoki Fukai:
Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons. CoRR abs/2201.06123 (2022) - [i1]Ibrahim Alsolami, Tomoki Fukai:
An Extension of Fisher's Criterion: Theoretical Results with a Neural Network Realization. CoRR abs/2212.09225 (2022) - 2021
- [j61]Tatsuya Haga, Tomoki Fukai:
Multiscale representations of community structures in attractor neural networks. PLoS Comput. Biol. 17(8) (2021)
2010 – 2019
- 2019
- [j60]Keita Watanabe, Tatsuya Haga, Masami Tatsuno, David R. Euston, Tomoki Fukai:
Unsupervised Detection of Cell-Assembly Sequences by Similarity-Based Clustering. Frontiers Neuroinformatics 13: 39 (2019) - 2018
- [j59]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: 99 (2018) - [j58]Toshitake Asabuki, Naoki Hiratani, Tomoki Fukai:
Interactive reservoir computing for chunking information streams. PLoS Comput. Biol. 14(10) (2018) - 2015
- [j57]Naoki Hiratani, Tomoki Fukai:
Mixed Signal Learning by Spike Correlation Propagation in Feedback Inhibitory Circuits. PLoS Comput. Biol. 11(4) (2015) - 2014
- [j56]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: 53 (2014) - [j55]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: 78 (2014) - [j54]Jun-nosuke Teramae, Tomoki Fukai:
Computational Implications of Lognormally Distributed Synaptic Weights. Proc. IEEE 102(4): 500-512 (2014) - [j53]Tomoki Fukai, Jun-nosuke Teramae:
Lessons From Spontaneous Neural Noise Genesis on Neuromorphic Engineering [Further Thoughts]. Proc. IEEE 102(4): 513 (2014) - 2012
- [j52]Naoki Hiratani, Jun-nosuke Teramae, Tomoki Fukai:
Associative memory model with long-tail-distributed Hebbian synaptic connections. Frontiers Comput. Neurosci. 6: 102 (2012) - [j51]Takashi Takekawa, Yoshikazu Isomura, Tomoki Fukai:
Spike sorting of heterogeneous neuron types by multimodality-weighted PCA and explicit robust variational Bayes. Frontiers Neuroinformatics 6: 5 (2012) - [j50]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: 26 (2012) - [j49]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): 539-553 (2012) - [j48]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) - [j47]Matthieu Gilson, Tomoki Fukai, Anthony N. Burkitt:
Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity. PLoS Comput. Biol. 8(7) (2012) - 2011
- [j46]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: 31 (2011) - [j45]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): 950-960 (2011) - 2010
- [j44]Tomoki Fukai, Yuji Ikegaya, Stefan Rotter:
Analysis and modeling of massively parallel neural signals - 2010 Special Issue. Neural Networks 23(6): 667-668 (2010) - [j43]Ken Nakae, Yukito Iba, Yasuhiro Tsubo, Tomoki Fukai, Toshio Aoyagi:
Bayesian estimation of phase response curves. Neural Networks 23(6): 752-763 (2010)
2000 – 2009
- 2009
- [j42]Takashi Takekawa, Tomoki Fukai:
A novel view of the variational Bayesian clustering. Neurocomputing 72(13-15): 3366-3369 (2009) - [j41]Hiroshi Okamoto, Tomoki Fukai:
Recurrent Network Models for Perfect Temporal Integration of Fluctuating Correlated Inputs. PLoS Comput. Biol. 5(6) (2009) - 2008
- [j40]Jun-nosuke Teramae, Tomoki Fukai:
Complex evolution of spike patterns during burst propagation through feed-forward networks. Biol. Cybern. 99(2): 105-114 (2008) - [j39]Yutaka Sakai, Tomoki Fukai:
The Actor-Critic Learning Is Behind the Matching Law: Matching Versus Optimal Behaviors. Neural Comput. 20(1): 227-251 (2008) - [j38]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) - 2007
- [j37]Jun-nosuke Teramae, Tomoki Fukai:
Local cortical circuit model inferred from power-law distributed neuronal avalanches. J. Comput. Neurosci. 22(3): 301-312 (2007) - [j36]Takashi Takekawa, Toshio Aoyagi, Tomoki Fukai:
Synchronous and asynchronous bursting states: role of intrinsic neural dynamics. J. Comput. Neurosci. 23(2): 189-200 (2007) - [j35]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): 237-250 (2007) - [c2]Hideyuki Câteau, Katsunori Kitano, Tomoki Fukai:
Interactions between Spike-Timing-Dependent Plasticity and Phase Response Curve Lead to Wireless Clustering. ICONIP (1) 2007: 142-150 - 2006
- [j34]Yutaka Sakai, Hiroshi Okamoto, Tomoki Fukai:
Computational algorithms and neuronal network models underlying decision processes. Neural Networks 19(8): 1091-1105 (2006) - 2005
- [j33]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): 105-121 (2005) - 2004
- [j32]Masaki Nomura, Toshio Aoyagi, Tomoki Fukai:
Gamma frequency synchronization in a local cortical network model. Neurocomputing 58-60: 173-178 (2004) - [j31]Hiroshi Okamoto, Tomoki Fukai:
Propagation of quasi-stable activation in a chain of recurrent neural networks. Neurocomputing 58-60: 235-238 (2004) - [j30]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): 307-312 (2004) - 2003
- [j29]Katsunori Kitano, Hiroshi Okamoto, Tomoki Fukai:
Time representing cortical activities: two models inspired by prefrontal persistent activity. Biol. Cybern. 88(5): 387-394 (2003) - [j28]Hiroshi Okamoto, Tomoki Fukai:
Neural bases of accumulator models. Neurocomputing 52-54: 285-288 (2003) - [j27]Hideyuki Câteau, Tomoki Fukai:
A Stochastic Method to Predict the Consequence of Arbitrary Forms of Spike-Timing-Dependent Plasticity. Neural Comput. 15(3): 597-620 (2003) - [j26]Toshio Aoyagi, Takashi Takekawa, Tomoki Fukai:
Gamma Rhythmic Bursts: Coherence Control in Networks of Cortical Pyramidal Neurons. Neural Comput. 15(5): 1035-1061 (2003) - [j25]Masaki Nomura, Tomoki Fukai, Toshio Aoyagi:
Synchrony of Fast-Spiking Interneurons Interconnected by GABAergic and Electrical Synapses. Neural Comput. 15(9): 2179-2198 (2003) - 2002
- [j24]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 44-46: 103-108 (2002) - [j23]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 44-46: 343-351 (2002) - [j22]Katsunori Kitano, Hideyuki Câteau, Tomoki Fukai:
Sustained activity with low firing rate in a recurrent network regulated by spike-timing-dependent plasticity. Neurocomputing 44-46: 473-478 (2002) - 2001
- [j21]Tomoki Fukai, Seinichi Kanemura:
Noise-tolerant stimulus discrimination by synchronization with depressing synapses. Biol. Cybern. 85(2): 107-116 (2001) - [j20]Toshio Aoyagi, Nobuhiko Terada, Youngnam Kang, Takeshi Kaneko, Tomoki Fukai:
A bursting mechanism of chattering neurons based on Ca2+-dependent cationic currents. Neurocomputing 38-40: 93-98 (2001) - [j19]Tomoki Fukai:
Neuronal analog-digital information transformation at the gamma frequency. Neurocomputing 38-40: 615-619 (2001) - [j18]Katsunori Kitano, Toshio Aoyagi, Tomoki Fukai:
Synchronous and asynchronous activities in a network model of the striatal spiny projection neurons. Neurocomputing 38-40: 721-726 (2001) - [j17]Hiroshi Okamoto, Tomoki Fukai:
On experimental predictions from a model for a neural mechanism of internal timer. Neurocomputing 38-40: 1489-1493 (2001) - [j16]Hideyuki Câteau, Tomoki Fukai:
Fokker-Planck approach to the pulse packet propagation in synfire chain. Neural Networks 14(6-7): 675-685 (2001) - 2000
- [j15]Tomoki Fukai, Seinichi Kanemura:
Precisely timed transient synchronization by depressing synapses. Neurocomputing 32-33: 133-140 (2000) - [j14]Hiroshi Okamoto, Tomoki Fukai:
A model for neural representation of intervals of time. Neurocomputing 32-33: 935-939 (2000)
1990 – 1999
- 1999
- [j13]Tomoki Fukai:
Modeling the interplay of short-term memory and the basal ganglia in sequence processing. Neurocomputing 26-27: 687-692 (1999) - [j12]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): 211-216 (1999) - [j11]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): 975-987 (1999) - 1998
- [c1]Tomoki Fukai, Seinichi Kanemura:
Synchrony with Depressive Synapses under Temporally-Fluctuating Stimulus Spikes. ICONIP 1998: 31-34 - 1997
- [j10]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): 77-97 (1997) - 1996
- [j9]Tomoki Fukai:
Bulbocortical interplay in olfactory information processing via synchronous oscillations. Biol. Cybern. 74(4): 309-317 (1996) - [j8]Tomoki Fukai:
Competition in the temporal domain among neural activities phase-locked to subthreshold oscillations. Biol. Cybern. 75(6): 453-461 (1996) - [j7]Tetsuya Asai, Hideyo Yokotsuka, Tomoki Fukai:
A MOS circuit for a nonmonotonic neural network with excellent retrieval capabilities. IEEE Trans. Neural Networks 7(1): 182-189 (1996) - 1995
- [j6]Tomoki Fukai:
A model cortical circuit for the storage of temporal sequences. Biol. Cybern. 72(4): 321-328 (1995) - [j5]Toshiki Matsushita, Susumu Moriyama, Tomoki Fukai:
Switching dynamics and the transient memory storage in a model enzyme network involving Ca2+/calmodulin-dependent protein kinase II in synapses. Biol. Cybern. 72(6): 497-509 (1995) - [j4]Tomoki Fukai, Masatoshi Shiino:
Memory Recall by Quasi-Fixed-Point Attractors in Oscillator Neural Networks. Neural Comput. 7(3): 529-548 (1995) - [j3]Tomoki Fukai, Jongho Kim, Masatoshi Shiino:
Retrieval properties of analog neural networks and the nonmonotonicity of transfer functions. Neural Networks 8(3): 391-404 (1995) - 1994
- [j2]Tomoki Fukai:
A model of cortical memory processing based on columnar organization. Biol. Cybern. 70(5): 427-434 (1994) - [j1]Tomoki Fukai:
Synchronization of neural activity is a promising mechanism of memory information processing in networks of columns. Biol. Cybern. 71(3): 215-226 (1994)
Coauthor Index
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