Shinji Nishimoto

Shinji Nishimoto

Osaka University

H-index: 20

Asia-Japan

About Shinji Nishimoto

Shinji Nishimoto, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Osaka University, specializes in the field of Neuroscience, Neurophysiology, Natural vision, Brain decoding.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation

Asymmetric representation of symmetric semantic information in the human brain

The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models

Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures

Text and image generation from intracranial electroencephalography using an embedding space for text and images

Closed-Loop Control of Images Based on Electrocorticogram Decoding in Visual Semantic Space

Semantic context‐dependent neural representations of odors in the human piriform cortex revealed by 7T MRI

Applicability of scaling laws to vision encoding models

Shinji Nishimoto Information

University

Position

Graduate School of Frontier Biosciences

Citations(all)

4545

Citations(since 2020)

2394

Cited By

3097

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

25

i10Index(since 2020)

22

Email

University Profile Page

Osaka University

Google Scholar

View Google Scholar Profile

Shinji Nishimoto Skills & Research Interests

Neuroscience

Neurophysiology

Natural vision

Brain decoding

Top articles of Shinji Nishimoto

Title

Journal

Author(s)

Publication Date

Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation

Neural Networks

Naoko Koide-Majima

Shinji Nishimoto

Kei Majima

2024/2/1

Asymmetric representation of symmetric semantic information in the human brain

bioRxiv

Jiaxin Wang

Kiichi Kawahata

Antoine Blanc

Naoya Maeda

Shinji Nishimoto

...

2024

The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models

bioRxiv

Yuko Nakagi

Takuya Matsuyama

Naoko Koide-Majima

Hiroto Yamaguchi

Rieko Kubo

...

2024

Cortical representational geometry of diverse tasks reveals subject-specific and subject-invariant cognitive structures

bioRxiv

Tomoya Nakai

Rieko Kubo

Shinji Nishimoto

2024

Text and image generation from intracranial electroencephalography using an embedding space for text and images

Journal of Neural Engineering

Yuya Ikegawa

Ryohei Fukuma

Hidenori Sugano

Satoru Oshino

Naoki Tani

...

2024/4/22

Closed-Loop Control of Images Based on Electrocorticogram Decoding in Visual Semantic Space

Ryohei Fukuma

Takufumi Yanagisawa

Shinji Nishimoto

Hidenori Sugano

Kentaro Tamura

...

2024/1/1

Semantic context‐dependent neural representations of odors in the human piriform cortex revealed by 7T MRI

Human Brain Mapping

Toshiki Okumura

Ikuhiro Kida

Atsushi Yokoi

Tomoya Nakai

Shinji Nishimoto

...

2024/4/15

Applicability of scaling laws to vision encoding models

arXiv preprint arXiv:2308.00678

Takuya Matsuyama

Kota S Sasaki

Shinji Nishimoto

2023/8/1

Cortical representations of languages during natural dialogue

bioRxiv

Masahiro Yamashita

Rieko Kubo

Shinji Nishimoto

2023

Quantitative modelling demonstrates format‐invariant representations of mathematical problems in the brain

European Journal of Neuroscience

Tomoya Nakai

Shinji Nishimoto

2023/3

Brain2music: Reconstructing music from human brain activity

arXiv preprint arXiv:2307.11078

Timo I Denk

Yu Takagi

Takuya Matsuyama

Andrea Agostinelli

Tomoya Nakai

...

2023/7/20

High-resolution image reconstruction with latent diffusion models from human brain activity

CVPR 2023: IEEE Conference on Computer Vision and Pattern Recognition

Yu Takagi

Shinji Nishimoto

2023/6

Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs

arXiv preprint arXiv:2306.11536

Yu Takagi

Shinji Nishimoto

2023/6/20

Artificial neural network modelling of the neural population code underlying mathematical operations

NeuroImage

Tomoya Nakai

Shinji Nishimoto

2023/4/15

Disorganization of semantic brain networks in schizophrenia revealed by fMRI

Schizophrenia Bulletin

Yukiko Matsumoto

Satoshi Nishida

Ryusuke Hayashi

Shuraku Son

Akio Murakami

...

2023/3/1

Gallant lab natural short clips 3T fmri data

Alexander G Huth

Shinji Nishimoto

An T Vu

Tom Dupré la Tour

Jack L Gallant

2022

Human Annotations with Confidence Ratings on Natural Images

Chuyin Zhang

Zhao Hui Koh

Regan Gallagher

Shinji Nishimoto

Naotsugu Tsuchiya

2022/1/10

Voluntary control of semantic neural representations by imagery with conflicting visual stimulation

Communications Biology

Ryohei Fukuma

Takufumi Yanagisawa

Shinji Nishimoto

Hidenori Sugano

Kentaro Tamura

...

2022/3/18

Music genre neuroimaging dataset

Data in Brief

Tomoya Nakai

Naoko Koide-Majima

Shinji Nishimoto

2022/2/1

Decoding individual differences in mental information from human brain response predicted by convolutional neural networks

bioRxiv

Kiichi Kawahata

Jiaxin Wang

Antoine Blanc

Naoya Maeda

Shinji Nishimoto

...

2022/5/16

See List of Professors in Shinji Nishimoto University(Osaka University)

Co-Authors

H-index: 79
Bin YU

Bin YU

University of California, Berkeley

H-index: 57
Jack L. GALLANT

Jack L. GALLANT

University of California, Berkeley

H-index: 43
Izumi Ohzawa

Izumi Ohzawa

Osaka University

H-index: 41
Ichiro Fujita

Ichiro Fujita

Osaka University

H-index: 36
Yukiyasu Kamitani

Yukiyasu Kamitani

Kyoto University

H-index: 32
Yuzo Chino

Yuzo Chino

University of Houston

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