Takuya Isomura
Takuya Isomura
RIKEN Center for Brain Science
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Cited by
Cited by
Learning with three factors: modulating Hebbian plasticity with errors
Ł Kuśmierz, T Isomura, T Toyoizumi
Current opinion in neurobiology 46, 170-177, 2017
The emergence of synchrony in networks of mutually inferring neurons
ER Palacios, T Isomura, T Parr, K Friston
Scientific reports 9 (1), 1-14, 2019
Axonal conduction slowing induced by spontaneous bursting activity in cortical neurons cultured in a microtunnel device
K Shimba, K Sakai, T Isomura, K Kotani, Y Jimbo
Integrative Biology 7 (1), 64-72, 2015
A Local Learning Rule for Independent Component Analysis
T Isomura, T Toyoizumi
Scientific Reports 6, 28073, 2016
Cultured cortical neurons can perform blind source separation according to the free-energy principle
T Isomura, K Kotani, Y Jimbo
PLoS computational biology 11 (12), e1004643, 2015
In vitro neural networks minimise variational free energy
T Isomura, K Friston
Scientific Reports 8, 16926, 2018
Bayesian filtering with multiple internal models: toward a theory of social intelligence
T Isomura, T Parr, K Friston
Neural computation 31 (12), 2390-2431, 2019
Error-Gated Hebbian Rule: A Local Learning Rule for Principal and Independent Component Analysis
T Isomura, T Toyoizumi
Scientific reports 8 (1), 1835, 2018
Signal transfer within a cultured asymmetric cortical neuron circuit
T Isomura, K Shimba, Y Takayama, A Takeuchi, K Kotani, Y Jimbo
Journal of neural engineering 12 (6), 066023, 2015
A Measure of Information Available for Inference
T Isomura
Entropy 20 (7), 512, 2018
Temporal relation between neural activity and neurite pruning on a numerical model and a microchannel device with micro electrode array
Y Kondo, Y Yada, T Haga, Y Takayama, T Isomura, Y Jimbo, O Fukayama, ...
Biochemical and Biophysical Research Communications 486 (2), 539-544, 2017
Neurogenesis enhances response specificity to spatial pattern stimulation in hippocampal cultures
Y Tanaka, T Isomura, K Shimba, K Kotani, Y Jimbo
IEEE Transactions on Biomedical Engineering 64 (11), 2555-2561, 2016
Accurate connection strength estimation based on variational Bayes for detecting synaptic plasticity
T Isomura, Y Ogawa, K Kotani, Y Jimbo
Neural computation 27 (4), 819-844, 2015
Task-related synaptic changes localized to small neuronal population in recurrent neural network cortical models
S Kuroki, T Isomura
Frontiers in Computational Neuroscience 12, 83, 2018
Linking Neuromodulated Spike-Timing Dependent Plasticity with the Free-Energy Principle
T Isomura, K Sakai, K Kotani, Y Jimbo
Neural Computation 28 (9), 1859-1888, 2016
Zebrafish capable of generating future state prediction error show improved active avoidance behavior in virtual reality
M Torigoe, T Islam, H Kakinuma, CCA Fung, T Isomura, H Shimazaki, ...
Nature communications 12 (1), 1-21, 2021
Dimensionality reduction to maximize prediction generalization capability
T Isomura, T Toyoizumi
Nature Machine Intelligence 3, 434-446, 2021
On the achievability of blind source separation for high-dimensional nonlinear source mixtures
T Isomura, T Toyoizumi
Neural Computation 33 (6), 1433-1468, 2021
Reverse-engineering neural networks to characterize their cost functions
T Isomura, K Friston
Neural Computation 32 (11), 2085-2121, 2020
Multi-context blind source separation by error-gated Hebbian rule
T Isomura, T Toyoizumi
Scientific reports 9 (1), 1-13, 2019
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