Tomoki Kurikawa

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Topics

Biologically Plausible

State Transitions

Top Venues

Frontiers Comput. Neurosci.

Publications

Ibuki Matsumoto, Sou Nobukawa, Tomoki Kurikawa, Nobuhiko Wagatsuma, Yusuke Sakemi, Takashi Kanamaru, Nina Sviridova, Kazuyuki Aihara
Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions. IJCNN (2023)
Tomoki Kurikawa
Transitions Among Metastable States Underlie Context-Dependent Working Memories in a Multiple Timescale Network. ICANN (1) (2021)
Tomoki Kurikawa, Kunihiko Kaneko
Multiple-Timescale Neural Networks: Generation of History-Dependent Sequences and Inference Through Autonomous Bifurcations. Frontiers Comput. Neurosci. 15 (2021)
Tomoki Kurikawa
Intermediate Sensitivity of Neural Activities Induces the Optimal Learning Speed in a Multiple-Timescale Neural Activity Model. ICONIP (6) (2021)
Tomoki Kurikawa, Omri Barak, Kunihiko Kaneko
Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network. CoRR (2019)
Tomoki Kurikawa, Kunihiko Kaneko
Memories as bifurcations: Realization by collective dynamics of spiking neurons under stochastic inputs. Neural Networks 62 (2015)
Tomoki Kurikawa, Kunihiko Kaneko
Embedding Responses in Spontaneous Neural Activity Shaped through Sequential Learning. PLoS Comput. Biol. 9 (3) (2013)
Tomoki Kurikawa, Kunihiko Kaneko
Learning to memorize input-output mapping as bifurcation in neural dynamics: relevance of multiple timescales for synapse changes. Neural Comput. Appl. 21 (4) (2012)
Tomoki Kurikawa, Kunihiko Kaneko
Learning Shapes Bifurcations of Neural Dynamics upon External Stimuli. ICONIP (1) (2010)