List of works - Junichiro Yoshimoto

A kinetic model of dopamine- and calcium-dependent striatal synaptic plasticity

scientific article

A model-based prediction of the calcium responses in the striatal synaptic spines depending on the timing of cortical and dopaminergic inputs and post-synaptic spikes

scientific article published on 13 September 2013

A spiking neural network model of model-free reinforcement learning with high-dimensional sensory input and perceptual ambiguity

scientific article published on 3 March 2015

Bayesian representation learning in the cortex regulated by acetylcholine

scientific article published in December 2004

Connectivity inference from neural recording data: Challenges, mathematical bases and research directions.

scientific article published on 10 March 2018

Control of exploitation-exploration meta-parameter in reinforcement learning

scientific article

Derivatives of logarithmic stationary distributions for policy gradient reinforcement learning

scientific article published in February 2010

Empirical Bayesian significance measure of neuronal spike response.

scientific article

Evidence for model-based action planning in a sequential finger movement task.

scientific article

Identification of depression subtypes and relevant brain regions using a data-driven approach

scientific article published on 20 September 2018

Model-based action planning involves cortico-cerebellar and basal ganglia networks

scientific article published on 19 August 2016

Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions.

scientific article published on 19 October 2017

Phosphoproteomics of the Dopamine Pathway Enables Discovery of Rap1 Activation as a Reward Signal In Vivo

scientific article published on 19 January 2016

Phosphorylation Signals in Striatal Medium Spiny Neurons.

scientific article

Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression

scientific article

Sparse kernel canonical correlation analysis for discovery of nonlinear interactions in high-dimensional data

scientific article

The Psychological Impact of 'Mild Lockdown' in Japan during the COVID-19 Pandemic: A Nationwide Survey under a Declared State of Emergency

scientific article published on 15 December 2020

Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO.

scientific article

List of works by Junichiro Yoshimoto

A kinetic model of dopamine- and calcium-dependent striatal synaptic plasticity

A model-based prediction of the calcium responses in the striatal synaptic spines depending on the timing of cortical and dopaminergic inputs and post-synaptic spikes

A spiking neural network model of model-free reinforcement learning with high-dimensional sensory input and perceptual ambiguity

Bayesian representation learning in the cortex regulated by acetylcholine

Connectivity inference from neural recording data: Challenges, mathematical bases and research directions.

Control of exploitation-exploration meta-parameter in reinforcement learning

Derivatives of logarithmic stationary distributions for policy gradient reinforcement learning

Empirical Bayesian significance measure of neuronal spike response.

Evidence for model-based action planning in a sequential finger movement task.

Identification of depression subtypes and relevant brain regions using a data-driven approach

Model-based action planning involves cortico-cerebellar and basal ganglia networks

Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions.

Phosphoproteomics of the Dopamine Pathway Enables Discovery of Rap1 Activation as a Reward Signal In Vivo

Phosphorylation Signals in Striatal Medium Spiny Neurons.

Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression

Sparse kernel canonical correlation analysis for discovery of nonlinear interactions in high-dimensional data

The Psychological Impact of 'Mild Lockdown' in Japan during the COVID-19 Pandemic: A Nationwide Survey under a Declared State of Emergency

Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO.