Takuya Isomura

Orcid: 0000-0003-2960-4919

According to our database1, Takuya Isomura authored at least 17 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Active Inference and Intentional Behaviour.
CoRR, 2023

2021
On the Achievability of Blind Source Separation for High-Dimensional Nonlinear Source Mixtures.
Neural Comput., 2021

Publisher Correction: Dimensionality reduction to maximize prediction generalization capability.
Nat. Mach. Intell., 2021

Dimensionality reduction to maximize prediction generalization capability.
Nat. Mach. Intell., 2021

Kalman filters as the steady-state solution of gradient descent on variational free energy.
CoRR, 2021

Quadratic speedup of global search using a biased crossover of two good solutions.
CoRR, 2021

2020
Inferring Neuronal Couplings From Spiking Data Using a Systematic Procedure With a Statistical Criterion.
Neural Comput., 2020

Reverse-Engineering Neural Networks to Characterize Their Cost Functions.
Neural Comput., 2020

2019
Bayesian Filtering with Multiple Internal Models: Toward a Theory of Social Intelligence.
Neural Comput., 2019

Computational cost for determining an approximate global minimum using the selection and crossover algorithm.
CoRR, 2019

2018
Task-Related Synaptic Changes Localized to Small Neuronal Population in Recurrent Neural Network Cortical Models.
Frontiers Comput. Neurosci., 2018

A Measure of Information Available for Inference.
Entropy, 2018

Objective and efficient inference for couplings in neuronal networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Neurogenesis Enhances Response Specificity to Spatial Pattern Stimulation in Hippocampal Cultures.
IEEE Trans. Biomed. Eng., 2017

2016
Linking Neuromodulated Spike-Timing Dependent Plasticity with the Free-Energy Principle.
Neural Comput., 2016

2015
Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy Principle.
PLoS Comput. Biol., 2015

Accurate Connection Strength Estimation Based on Variational Bayes for Detecting Synaptic Plasticity.
Neural Comput., 2015


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