Toshio Aoyagi

Publication Activity (10 Years)

Years Active: 1993-2018
Publications (10 Years): 4

Top Topics

Dynamical Systems

Biologically Plausible

Receptive Fields

Top Venues

Frontiers Comput. Neurosci.

PLoS Comput. Biol.

Publications

Takayuki Onojima, Takahiro Goto, Hiroaki Mizuhara, Toshio Aoyagi
A dynamical systems approach for estimating phase interactions between rhythms of different frequencies from experimental data. PLoS Comput. Biol. 14 (1) (2018)
Hisashi Iwade, Kohei Nakajima, Takuma Tanaka, Toshio Aoyagi
Use of recurrent infomax to improve the memory capability of input-driven recurrent neural networks. CoRR (2018)
Kento Suzuki, Toshio Aoyagi, Katsunori Kitano
Bayesian Estimation of Phase Dynamics Based on Partially Sampled Spikes Generated by Realistic Model Neurons. Frontiers Comput. Neurosci. 11 (2017)
Tetsuro Funato, Yuki Yamamoto, Shinya Aoi, Takashi Imai, Toshio Aoyagi, Nozomi Tomita, Kazuo Tsuchiya
Evaluation of the Phase-Dependent Rhythm Control of Human Walking Using Phase Response Curves. PLoS Comput. Biol. 12 (5) (2016)
Takashi Hayakawa, Takeshi Kaneko, Toshio Aoyagi
A biologically plausible learning rule for the Infomax on recurrent neural networks. Frontiers Comput. Neurosci. 8 (2014)
Takuma Tanaka, Toshio Aoyagi, Takeshi Kaneko
Replicating Receptive Fields of Simple and Complex Cells in Primary Visual Cortex in a Neuronal Network Model with Temporal and Population Sparseness and Reliability. Neural Comput. 24 (10) (2012)
Ken Nakae, Yukito Iba, Yasuhiro Tsubo, Tomoki Fukai, Toshio Aoyagi
Bayesian estimation of phase response curves. Neural Networks 23 (6) (2010)
Takuma Tanaka, Takeshi Kaneko, Toshio Aoyagi
Recurrent Infomax Generates Cell Assemblies, Neuronal Avalanches, and Simple Cell-Like Selectivity. Neural Comput. 21 (4) (2009)
Takashi Takekawa, Toshio Aoyagi, Tomoki Fukai
Synchronous and asynchronous bursting states: role of intrinsic neural dynamics. J. Comput. Neurosci. 23 (2) (2007)
Takaaki Aoki, Kaiichiro Ota, Koji Kurata, Toshio Aoyagi
Ordering Process of Self-Organizing Maps Improved by Asymmetric Neighborhood Function. ICONIP (1) (2007)
Takaaki Aoki, Toshio Aoyagi
Synchrony-Induced Attractor Transition in Cortical Neural Networks Organized by Spike-Timing Dependent Plasticity. J. Robotics Mechatronics 19 (4) (2007)
Masaki Nomura, Yoshio Sakurai, Toshio Aoyagi
Analysis of Multineuron Activity Using the Kernel Method. J. Robotics Mechatronics 19 (4) (2007)
Takaaki Aoki, Toshio Aoyagi
Self-Organizing Maps with Asymmetric Neighborhood Function. Neural Comput. 19 (9) (2007)
Takaaki Aoki, Toshio Aoyagi
Synchrony-Induced Switching Behavior of Spike Pattern Attractors Created by Spike-Timing-Dependent Plasticity. Neural Comput. 19 (10) (2007)
Masaki Nomura, Toshio Aoyagi, Tomoki Fukai
Gamma frequency synchronization in a local cortical network model. Neurocomputing (2004)
Toshio Aoyagi, Takaaki Aoki
Possible role of synchronous input spike trains in controlling the function of neural networks. Neurocomputing (2004)
Masaki Nomura, Toshio Aoyagi, Masato Okada
Two-level hierarchy with sparsely and temporally coded patterns and its possible functional role in information processing. Neural Networks 16 (7) (2003)
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)
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)
Katsunori Kitano, Toshio Aoyagi, Tomoki Fukai
Synchronous and asynchronous activities in a network model of the striatal spiny projection neurons. Neurocomputing (2001)
Toshio Aoyagi, Katsunori Kitano
Retrieval Dynamics in Oscillator Neural Networks. Neural Comput. 10 (6) (1998)
Tsuyoshi Chawanya, Toshio Aoyagi, Ikuko Nishikawa, Koji Okuda, Yoshiki Kuramoto
A model for feature linking via collective oscillations in the primary visual cortex. Biol. Cybern. 68 (6) (1993)