← Authors

Masato Okada

6 papers · 2008–2019 · 1 conference · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (11) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (16) 🌈 Renaissance Researcher (6) 🧭 Keyword Pioneer 🌱 Topic Pioneer πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (51)

Conferences

NIPS (6)

Top co-authors

Kentaro Katahira (2) Kazuo Okanoya (2) Toshiyuki Ishii (1) Ken Takiyama (1) Jun Nishikawa (1) Hiroki Terashima (1) Kazuya Ishibashi (1) Toshihiko Hosoya (1) Yuki Yoshida (1) Masafumi Oizumi (1)

Research topics

Reinforcement Learning (1)

Keywords

variational baye (2) bayesian inference (2) state transition (2) variational inference (2) maximum entropy (1) natural sounds (1) neural decoding (1) computational neuroscience (1) neural network training (1) decision making (1) efficient coding (1) random walk (1) spike analysis (1) neural activity (1) firing rate estimation (1) brain decoding (1) neural dynamics (1) computational model (1) multivariate poisson (1) reinforcement learning (1)

Papers

Data-Dependence of Plateau Phenomenon in Learning with Neural Network --- Statistical Mechanical Analysis NIPS 2019
The topographic unsupervised learning of natural sounds in the auditory cortex NIPS 2012
Switching state space model for simultaneously estimating state transitions and nonstationary firing rates NIPS 2010
Effects of Synaptic Weight Diffusion on Learning in Decision Making Networks NIPS 2010
A general framework for investigating how far the decoding process in the brain can be simplified NIPS 2008
Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM NIPS 2008