Ryota Kanai

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 39

Top Topics

Social Cognition

Reinforcement Learning

Human Activity Recognition

Top Venues

J. Cogn. Neurosci.

Publications

Motoshige Sato, Kenichi Tomeoka, Ilya Horiguchi, Kai Arulkumaran, Ryota Kanai, Shuntaro Sasai
Scaling Law in Neural Data: Non-Invasive Speech Decoding with 175 Hours of EEG Data. CoRR (2024)
Yuwei Sun, Ippei Fujisawa, Arthur Juliani, Jun Sakuma, Ryota Kanai
Remembering Transformer for Continual Learning. CoRR (2024)
Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai
Associative Transformer Is A Sparse Representation Learner. CoRR (2023)
Patrick Butlin, Robert Long, Eric Elmoznino, Yoshua Bengio, Jonathan Birch, Axel Constant, George Deane, Stephen M. Fleming, Chris Frith, Xu Ji, Ryota Kanai, Colin Klein, Grace Lindsay, Matthias Michel, Liad Mudrik, Megan A. K. Peters, Eric Schwitzgebel, Jonathan Simon, Rufin VanRullen
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness. CoRR (2023)
Arthur Juliani, Ryota Kanai, Shuntaro Sasai
The Perceiver Architecture is a Functional Global Workspace. CogSci (2022)
Ippei Fujisawa, Ryota Kanai
Logical Tasks for Measuring Extrapolation and Rule Comprehension. CoRR (2022)
Arthur Juliani, Kai Arulkumaran, Shuntaro Sasai, Ryota Kanai
On the link between conscious function and general intelligence in humans and machines. Trans. Mach. Learn. Res. 2022 (2022)
Hiro Taiyo Hamada, Ryota Kanai
AI agents for facilitating social interactions and wellbeing. CoRR (2022)
Hiroaki Hamada, Ryota Kanai
AI Agents for Facilitating Social Interactions and Wellbeing. AAAI Spring Symposium: HFIF (2022)
Angela Langdon, Matthew Botvinick, Hiroyuki Nakahara, Keiji Tanaka, Masayuki Matsumoto, Ryota Kanai
Meta-learning, social cognition and consciousness in brains and machines. Neural Networks 145 (2022)
Arthur Juliani, Kai Arulkumaran, Shuntaro Sasai, Ryota Kanai
On the link between conscious function and general intelligence in humans and machines. CoRR (2022)
Martin Biehl, Felix A. Pollock, Ryota Kanai
A Technical Critique of Some Parts of the Free Energy Principle. Entropy 23 (3) (2021)
Francesco Massari, Martin Biehl, Lisa Meeden, Ryota Kanai
Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments. CoRR (2021)
Francesco Massari, Martin Biehl, Lisa Meeden, Ryota Kanai
Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments. ICDL (2021)
D. Frank Hsu, Mohammad Shehata, Shao-Min Hung, Shinsuke Shimojo, Ryota Kanai, Christina Schweikert, Michael W. David, Vincenzo Piuri, Jianhua Ma
Human Cognition and Hyper Intelligence. DASC/PiCom/CBDCom/CyberSciTech (2021)
Keita Matsumoto, Shinya Tamai, Ryota Kanai
Goal-Directed Planning by Predictive-Coding based Variational Recurrent Neural Network from Small Training Samples. ICDL (2021)
Akihiro Eguchi, Takato Horii, Takayuki Nagai, Ryota Kanai, Masafumi Oizumi
An Information Theoretic Approach to Reveal the Formation of Shared Representations. Frontiers Comput. Neurosci. 14 (2020)
Martin Biehl, Ryota Kanai
Non-trivial informational closure of a Bayesian hyperparameter. SSCI (2020)
Teerawat Kumrai, Joseph Korpela, Takuya Maekawa, Yen Yu, Ryota Kanai
Human Activity Recognition with Deep Reinforcement Learning using the Camera of a Mobile Robot. PerCom (2020)
Jun Kitazono, Ryota Kanai, Masafumi Oizumi
Efficient search for informational cores in complex systems: Application to brain networks. Neural Networks 132 (2020)
Martin Biehl, Ryota Kanai
Non-trivial informational closure of a Bayesian hyperparameter. CoRR (2020)
Martin Biehl, Ryota Kanai
Dynamics of a Bayesian Hyperparameter in a Markov Chain. IWAI (2020)
Rufin VanRullen, Ryota Kanai
Deep Learning and the Global Workspace Theory. CoRR (2020)
Yen Yu, Acer Y. C. Chang, Ryota Kanai
Boredom-Driven Curious Learning by Homeo-Heterostatic Value Gradients. Frontiers Neurorobotics 12 (2018)
Ildefons Magrans de Abril, Ryota Kanai
A unified strategy for implementing curiosity and empowerment driven reinforcement learning. CoRR (2018)
Ildefons Magrans de Abril, Ryota Kanai
Curiosity-driven reinforcement learning with homeostatic regulation. CoRR (2018)
Nicholas Guttenberg, Martin Biehl, Nathaniel Virgo, Ryota Kanai
Being curious about the answers to questions: novelty search with learned attention. ALIFE (2018)
Nicholas Guttenberg, Ryota Kanai
Learning to generate classifiers. CoRR (2018)
Nicholas Guttenberg, Martin Biehl, Nathaniel Virgo, Ryota Kanai
Being curious about the answers to questions: novelty search with learned attention. CoRR (2018)
Ildefons Magrans de Abril, Ryota Kanai
Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. IJCNN (2018)
Yen Yu, Acer Y. C. Chang, Ryota Kanai
Boredom-driven curious learning by Homeo-Heterostatic Value Gradients. CoRR (2018)
Jun Kitazono, Ryota Kanai, Masafumi Oizumi
Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. Entropy 20 (3) (2018)
Hiromitsu Mizutani, Ryota Kanai
A description length approach to determining the number of k-means clusters. CoRR (2017)
Jun Kitazono, Ryota Kanai, Masafumi Oizumi
Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. CoRR (2017)
Nicholas Guttenberg, Martin Biehl, Ryota Kanai
Learning body-affordances to simplify action spaces. CoRR (2017)
Nicholas Guttenberg, Yen Yu, Ryota Kanai
Counterfactual Control for Free from Generative Models. CoRR (2017)
Nicholas Guttenberg, Nathaniel Virgo, Olaf Witkowski, Hidetoshi Aoki, Ryota Kanai
Permutation-equivariant neural networks applied to dynamics prediction. CoRR (2016)
Maxine T. Sherman, Ryota Kanai, Anil K. Seth, Rufin VanRullen
Rhythmic Influence of Top-Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations. J. Cogn. Neurosci. 28 (9) (2016)
Nicholas Guttenberg, Martin Biehl, Ryota Kanai
Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks. CoRR (2016)
Ryota Kanai
Neuroprofile: a web-based service for personalized neuroprediction from anatomical brain scans. UbiComp/ISWC Adjunct (2015)
Amir Homayoun Javadi, Angeliki Beyko, Vincent Walsh, Ryota Kanai
Transcranial Direct Current Stimulation of the Motor Cortex Biases Action Choice in a Perceptual Decision Task. J. Cogn. Neurosci. 27 (11) (2015)
Fukuda Megumi, Bahador Bahrami, Ryota Kanai, Geraint Rees
Brain activity dynamics in human parietal regions during spontaneous switches in bistable perception. NeuroImage 107 (2015)
David Soto, Pia Rotshtein, Ryota Kanai
Parietal structure and function explain human variation in working memory biases of visual attention. NeuroImage 89 (2014)
Rebecca Chamberlain, I. Chris McManus, Nicola Brunswick, Qona Rankin, Howard Riley, Ryota Kanai
Drawing on the right side of the brain: A voxel-based morphometry analysis of observational drawing. NeuroImage 96 (2014)
Kristian Sandberg, Gareth Robert Barnes, Bahador Bahrami, Ryota Kanai, Morten Storm Overgaard, Geraint Rees
Distinct MEG correlates of conscious experience, perceptual reversals and stabilization during binocular rivalry. NeuroImage 100 (2014)
Kristian Sandberg, Jakob Udby Blicher, Mia Yuan Dong, Geraint Rees, Jamie Near, Ryota Kanai
Occipital GABA correlates with cognitive failures in daily life. NeuroImage 87 (2014)
Masamichi Hayashi, Moona Kantele, Vincent Walsh, Synnöve Carlson, Ryota Kanai
Dissociable Neuroanatomical Correlates of Subsecond and Suprasecond Time Perception. J. Cogn. Neurosci. 26 (8) (2014)
Marinella Cappelletti, Rebecca Chamberlain, Elliot D. Freeman, Ryota Kanai, Brian Butterworth, Cathy J. Price, Geraint Rees
Commonalities for Numerical and Continuous Quantity Skills at Temporo-parietal Junction. J. Cogn. Neurosci. 26 (5) (2014)
Kristian Sandberg, Bahador Bahrami, Ryota Kanai, Gareth R. Barnes, Morten Storm Overgaard, Geraint Rees
Early Visual Responses Predict Conscious Face Perception within and between Subjects during Binocular Rivalry. J. Cogn. Neurosci. 25 (6) (2013)
Crystal Goh, Yoshinobu Kano, Ryota Kanai
Neuroprofiling: Personalized Brain Visualization. AAAI Spring Symposium: Data Driven Wellness (2013)
Thomas Ditye, Ryota Kanai, Bahador Bahrami, Neil G. Muggleton, Geraint Rees, Vincent Walsh
Rapid changes in brain structure predict improvements induced by perceptual learning. NeuroImage 81 (2013)
Anouk den Braber, Marc M. Bohlken, Rachel M. Brouwer, Dennis van 't Ent, Ryota Kanai, René S. Kahn, Eco J. C. de Geus, Hilleke E. Hulshoff Pol, Dorret I. Boomsma
Heritability of subcortical brain measures: A perspective for future genome-wide association studies. NeuroImage 83 (2013)
KepKee Loh, Ryota Kanai
Individual Differences in Social Media Use Are Reflected in Brain Structure. AAAI Spring Symposium: Data Driven Wellness (2013)
Lara Bardi, Ryota Kanai, Daniela Mapelli, Vincent Walsh
TMS of the FEF Interferes with Spatial Conflict. J. Cogn. Neurosci. 24 (6) (2012)
Sharon Gilaie-Dotan, Assaf Harel, Shlomo Bentin, Ryota Kanai, Geraint Rees
Neuroanatomical correlates of visual car expertise. NeuroImage 62 (1) (2012)
Gary J. Lewis, Ryota Kanai, Timothy C. Bates, Geraint Rees
Moral Values Are Associated with Individual Differences in Regional Brain Volume. J. Cogn. Neurosci. 24 (8) (2012)
Michael J. Banissy, Ryota Kanai, Vincent Walsh, Geraint Rees
Inter-individual differences in empathy are reflected in human brain structure. NeuroImage 62 (3) (2012)
Ryota Kanai
Brain Structure and Individual Differences in Social Behaviors. AAAI Spring Symposium: Self-Tracking and Collective Intelligence for Personal Wellness (2012)
Mark A. Changizi, Andrew Hsieh, Romi Nijhawan, Ryota Kanai, Shinsuke Shimojo
Perceiving the Present and a Systematization of Illusions. Cogn. Sci. 32 (3) (2008)