Kentaro Katahira

According to our database1, Kentaro Katahira authored at least 22 papers between 2007 and 2021.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Revisiting the importance of model fitting for model-based fMRI: It does matter in computational psychiatry.
PLoS Comput. Biol., 2021

2020
Commentary: A robust data-driven approach identifies four personality types across four large data sets.
Frontiers Big Data, 2020

2019
Large-scale Data Collection for Goal-directed Drawing Task with Self-report Psychiatric Symptom Questionnaires via Crowdsourcing.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2017
Statistical Mechanics of Node-perturbation Learning with Noisy Baseline.
CoRR, 2017

2014
Theoretical Analysis of Learning Speed in Gradient Descent Algorithm Replacing Derivative with Constant.
Inf. Media Technol., 2014

Bayesian deterministic decision making: a normative account of the operant matching law and heavy-tailed reward history dependency of choices.
Frontiers Comput. Neurosci., 2014

Birdsong analysis using beta process hidden Markov model.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Improving the Convergence Property of Soft Committee Machines by Replacing Derivative with Truncated Gaussian Function.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Soft Committee Machine Using Simple Derivative Term.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
Recurrent network for multisensory integration-identification of common sources of audiovisual stimuli.
Frontiers Comput. Neurosci., 2013

2012
Statistical Mechanics of Reward-Modulated Learning in Decision-Making Networks.
Neural Comput., 2012

Theoretical Analysis of Function of Derivative Term in On-Line Gradient Descent Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

A joint ideomotor effect increases the inter-brain oscillation between two people engaged in a Japanese Ouija board "Kokkuri-san".
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011
Node perturbation learning without noiseless baseline.
Neural Networks, 2011

Statistical Mechanics of On-line Node-perturbation Learning.
Inf. Media Technol., 2011

2010
Optimal node perturbation in linear perceptrons with uncertain eligibility trace.
Neural Networks, 2010

Extracting State Transition Dynamics from Multiple Spike Trains Using Hidden Markov Models with Correlated Poisson Distribution.
Neural Comput., 2010

Complex sequencing rules of birdsong can be explained by simple hidden Markov processes
CoRR, 2010

Effects of Synaptic Weight Diffusion on Learning in Decision Making Networks.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2008
On-line Assessment of Statistical Learning by Event-related Potentials.
J. Cogn. Neurosci., 2008

Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007
A neural network model for generating complex birdsong syntax.
Biol. Cybern., 2007


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