Yohei Ohata

Yohei Ohata
email: yohei.ohata.ee (at) gmail (dot) com

Hi there! I am currently working as a Research Assistant at Haruno Lab at NICT CiNet, advised by Masahiko Haruno. and also conducting research as a Research Assistant at Amano Lab at The University of Tokyo , advised by Ayumu Yamashita.

Previously, I received my MSc in Human Factors Engineering (Distinction) from the Human Engineered Environment Studies at The University of Tokyo, advised by Satori Hachisuka. Prior to that, I majored in signal processing in the Department of Electrical Engineering at Tokyo University of Science.

Research Interests

I aim to uncover the underlying mechanisms of brain function by modeling high-dimensional neuroimaging data through computational approaches. Specifically, I focus on mapping these data onto low-dimensional latent manifolds to characterize their neural dynamics.

Keywords: Computational Cognitive Neuroscience, Latent Space Dynamics

Neuroimaging Techniques

Interest: EMEG, fMRI, ECoG, iEEG, etc.

Computational Modeling

Interest: Deep Generative Models, Latent Variable Models, Neural Manifold Analysis.

Cognition & Perception

Details: Cognitive Control, Neural Population Dynamics, Sustained Attention, etc.

Current Projects

Previous Works

	(submitted) Identifying Different Thought Processes for Each Learner Using Eye-Tracking and Hidden Markov Models Yohei Ohata, Satori Hachisuka, Kayoko Kurita, Shin'ichi Warisawa Preprint
	Visualizing and Revealing the Difference of Learner's Thought Process and Question Solving Method Yohei Ohata, Satori Hachisuka, Kayoko Kurita, Shin'ichi Warisawa IEEE ICIET 2024 PDF
	Designing a Hilbert Transformer with Transmission Zeros at Specified Positions Yohei Ohata, Keisuke Takao, Takahiro Natori, Naoyuki Aikawa IEICE 2021 (IEEE CASS JJC Best Student Award)

Modified version of template from here