activity
20192025
most citedRepeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network

11 citations · 11 across the 7 of their papers we have counts for

collaborators
Showing nlin.AOShow all

2 papers · 1 filter

nlin.AO2020

Multiple-timescale Neural Networks: Generation of Context-dependent Sequences and Inference through Autonomous Bifurcations

Tomoki Kurikawa, Kunihiko Kaneko

Sequential transitions between metastable states are ubiquitously observed in the neural system and underlie various cognitive functions. Although a number of studies with asymmetr…

nlin.AO2019★ 11 cited

Repeated sequential learning increases memory capacity via effective decorrelation in a recurrent neural network

Tomoki Kurikawa, Omri Barak, Kunihiko Kaneko

Memories in neural system are shaped through the interplay of neural and learning dynamics under external inputs. By introducing a simple local learning rule to a neural network, w…