Tomoki Kurikawa
Orcid: 0000-0003-1475-2812
According to our database1,
Tomoki Kurikawa
authored at least 9 papers
between 2010 and 2023.
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Bibliography
2023
Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions.
Proceedings of the International Joint Conference on Neural Networks, 2023
2021
Multiple-Timescale Neural Networks: Generation of History-Dependent Sequences and Inference Through Autonomous Bifurcations.
Frontiers Comput. Neurosci., 2021
Intermediate Sensitivity of Neural Activities Induces the Optimal Learning Speed in a Multiple-Timescale Neural Activity Model.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Transitions Among Metastable States Underlie Context-Dependent Working Memories in a Multiple Timescale Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021
2019
Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network.
CoRR, 2019
2015
Memories as bifurcations: Realization by collective dynamics of spiking neurons under stochastic inputs.
Neural Networks, 2015
2013
Embedding Responses in Spontaneous Neural Activity Shaped through Sequential Learning.
PLoS Comput. Biol., 2013
2012
Learning to memorize input-output mapping as bifurcation in neural dynamics: relevance of multiple timescales for synapse changes.
Neural Comput. Appl., 2012
2010
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010