List of works - Takuya Isomura

A Local Learning Rule for Independent Component Analysis.

scientific article

A Measure of Information Available for Inference

scientific article published on 07 July 2018

Accurate connection strength estimation based on variational bayes for detecting synaptic plasticity

scientific article published on 24 February 2015

Axonal conduction slowing induced by spontaneous bursting activity in cortical neurons cultured in a microtunnel device

scientific article published in January 2015

Canonical neural networks perform active inference

scientific article published on 14 January 2022

Cultured Cortical Neurons Can Perform Blind Source Separation According to the Free-Energy Principle

scientific article (publication date: December 2015)

Error-Gated Hebbian Rule: A Local Learning Rule for Principal and Independent Component Analysis

scientific article published on 30 January 2018

Experimental validation of the free-energy principle with in vitro neural networks

scientific article published on 7 August 2023

In vitro neural networks minimise variational free energy

scientific article published in Scientific Reports

Learning with three factors: modulating Hebbian plasticity with errors.

scientific article

Linking Neuromodulated Spike-Timing Dependent Plasticity with the Free-Energy Principle.

scientific article published on 8 July 2016

Multi-context blind source separation by error-gated Hebbian rule

scientific article published on 09 May 2019

Neurogenesis enhances response specificity to spatial pattern stimulation in hippocampal cultures.

scientific article published on 14 December 2016

On Predictive Planning and Counterfactual Learning in Active Inference

scientific article published on 31 May 2024

Signal transfer within a cultured asymmetric cortical neuron circuit.

scientific article published on 3 November 2015

Spike-contrast: A novel time scale independent and multivariate measure of spike train synchrony

scientific article published on 18 September 2017

Temporal relation between neural activity and neurite pruning on a numerical model and a microchannel device with micro electrode array

scientific article published on 18 March 2017

The emergence of synchrony in networks of mutually inferring neurons

scientific article published on 30 April 2019

List of works by Takuya Isomura