Search Results for author: Yuichi Yamashita

Found 3 papers, 2 papers with code

Emergence of sensory attenuation based upon the free-energy principle

1 code implementation4 Nov 2021 Hayato Idei, Wataru Ohata, Yuichi Yamashita, Tetsuya OGATA, Jun Tani

Consequently, shifts between the two sensorimotor contexts triggered transitions from one free-energy state to another in the network via executive control, which caused shifts between attenuating and amplifying prediction-error-induced responses in the sensory areas.

Schizophrenia-mimicking layers outperform conventional neural network layers

1 code implementation23 Sep 2020 Ryuta Mizutani, Senta Noguchi, Rino Saiga, Yuichi Yamashita, Mitsuhiro Miyashita, Makoto Arai, Masanari Itokawa

The results of this study suggest that the connection alteration found in schizophrenia is not a burden to the brain, but has functional roles in brain performance.

Image Classification

A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder

no code implementations24 Jun 2019 Pablo Lanillos, Daniel Oliva, Anja Philippsen, Yuichi Yamashita, Yukie Nagai, Gordon Cheng

This survey presents the most relevant neural network models of autism spectrum disorder and schizophrenia, from the first connectionist models to recent deep network architectures.

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