Ryota Kanai

Felix A. Pollock

Entropy, 2021

Goal-Directed Planning by Predictive-Coding based Variational Recurrent Neural Network from Small Training Samples.

[BibT_eX]

[DOI]

Keita Matsumoto

Shinya Tamai

Proceedings of the IEEE International Conference on Development and Learning, 2021

Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Development and Learning, 2021

Human Cognition and Hyper Intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intl Conf on Dependable, 2021

2020

Efficient search for informational cores in complex systems: Application to brain networks.

[BibT_eX]

[DOI]

Jun Kitazono

Masafumi Oizumi

Neural Networks, 2020

An Information Theoretic Approach to Reveal the Formation of Shared Representations.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2020

Deep Learning and the Global Workspace Theory.

[BibT_eX]

[DOI]

Rufin VanRullen

CoRR, 2020

Non-trivial informational closure of a Bayesian hyperparameter.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Human Activity Recognition with Deep Reinforcement Learning using the Camera of a Mobile Robot.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Dynamics of a Bayesian Hyperparameter in a Markov Chain.

[BibT_eX]

[DOI]

Proceedings of the Active Inference - First International Workshop, 2020

2018

Boredom-Driven Curious Learning by Homeo-Heterostatic Value Gradients.

[BibT_eX]

[DOI]

Yen Yu

Acer Y. C. Chang

Frontiers Neurorobotics, 2018

Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory.

[BibT_eX]

[DOI]

Jun Kitazono

Ildefons Magrans de Abril

Masafumi Oizumi

Entropy, 2018

A unified strategy for implementing curiosity and empowerment driven reinforcement learning.

[BibT_eX]

[DOI]

CoRR, 2018

Learning to generate classifiers.

[BibT_eX]

[DOI]

Ildefons Magrans de Abril

CoRR, 2018

Being curious about the answers to questions: novelty search with learned attention.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Artificial Life, 2018

Curiosity-Driven Reinforcement Learning with Homeostatic Regulation.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Learning body-affordances to simplify action spaces.

[BibT_eX]

[DOI]

CoRR, 2017

A description length approach to determining the number of k-means clusters.

[BibT_eX]

[DOI]

Hiromitsu Mizutani

CoRR, 2017

Counterfactual Control for Free from Generative Models.

[BibT_eX]

[DOI]

Yen Yu

CoRR, 2017

2016

Rhythmic Influence of Top-Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations.

[BibT_eX]

[DOI]

J. Cogn. Neurosci., 2016

Permutation-equivariant neural networks applied to dynamics prediction.

[BibT_eX]

[DOI]

CoRR, 2016

Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks.

[BibT_eX]

[DOI]

CoRR, 2016

2015

Brain activity dynamics in human parietal regions during spontaneous switches in bistable perception.

[BibT_eX]

[DOI]

NeuroImage, 2015

Transcranial Direct Current Stimulation of the Motor Cortex Biases Action Choice in a Perceptual Decision Task.

[BibT_eX]

[DOI]

J. Cogn. Neurosci., 2015

Neuroprofile: a web-based service for personalized neuroprediction from anatomical brain scans.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014

Parietal structure and function explain human variation in working memory biases of visual attention.

[BibT_eX]

[DOI]

David Soto

Pia Rotshtein