Articles with public access mandates - Takuya IsomuraLearn more
Not available anywhere: 1
Spike-contrast: A novel time scale independent and multivariate measure of spike train synchrony
M Ciba, T Isomura, Y Jimbo, A Bahmer, C Thielemann
Journal of neuroscience methods 293, 136-143, 2018
Mandates: Federal Ministry of Education and Research, Germany
Available somewhere: 10
The emergence of synchrony in networks of mutually inferring neurons
ER Palacios, T Isomura, T Parr, K Friston
Scientific reports 9 (1), 6412, 2019
Mandates: Wellcome Trust
Canonical neural networks perform active inference
T Isomura, H Shimazaki, K Friston
Communications Biology 5, 55, 2022
Mandates: US National Institutes of Health, Wellcome Trust
In vitro neural networks minimise variational free energy
T Isomura, K Friston
Scientific Reports 8, 16926, 2018
Mandates: Wellcome Trust
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
Mandates: Wellcome Trust
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), 5712, 2021
Mandates: US National Institutes of Health
Active inference leads to Bayesian neurophysiology
T Isomura
Neuroscience Research 175, 2022
Mandates: US National Institutes of Health
Experimental validation of the free-energy principle with in vitro neural networks
T Isomura, K Kotani, Y Jimbo, KJ Friston
Nature Communications 14 (1), 4547, 2023
Mandates: UK Economic and Social Research Council, Wellcome Trust, European Commission …
Reverse-engineering neural networks to characterize their cost functions
T Isomura, K Friston
Neural computation 32 (11), 2085-2121, 2020
Mandates: US National Institutes of Health, Wellcome Trust
Federated inference and belief sharing
KJ Friston, T Parr, C Heins, A Constant, D Friedman, T Isomura, C Fields, ...
Neuroscience & Biobehavioral Reviews, 105500, 2023
Mandates: National Institute for Health Research, UK, Wellcome Trust, European Commission
On Predictive planning and counterfactual learning in active inference
A Paul, T Isomura, A Razi
Entropy 26 (6), 484, 2024
Mandates: National Health and Medical Research Council, Australia, Wellcome Trust
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