Profile
初めまして! 大阪大学生命機能研究科修士課程二年生の松山卓矢です。現在、知覚・認知神経科学研究室（西本研究室）に所属しており、 Vision, Audio, Language AIを用いた脳機能の解明に取り組んでいます。
Tags
All Audio AI Computational Neuroscience Computer Vision Generative AI Image AI Large Language Model (LLM) Music AI Video AI論文
Preprint
Tag: Large Language Model (LLM), Generative AI, Computer Vision, Image AI, and Computational Neuroscience Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv, 2025
[Project page]
Publication
Tag: Large Language Model (LLM), Generative AI, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
EMNLP2024
[Project page]
Preprint
Tag: Image AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
Applicability of scaling laws to vision encoding models (Open Access)
arxiv, 2023
[Code]
Preprint
Tag: Generative AI, Music AI, Audio AI, and Computational Neuroscience Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Brain2Music: Reconstructing Music from Human Brain Activity (Open Access)
arxiv, 2023
[Project page]
学会
Conference (not peer reviewed)
Tag: Video AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Neuro2023, Sendai, Japan, August 2023
コンテスト
Machine Learning Contest @ Kaggle
Tag: Large Language Model (LLM) LLM Prompt Recovery
Ranked 85th out of 2175 teams.🥈
Machine Learning Contest @ CodaLab
Tag: Image AI, Computer Vision, and Computational Neuroscience Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
経歴
Research Internship
Tag: Generative AI, Computer Vision, and Computational Neuroscience 2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
Posts tagged "Audio AI"
Preprint
Tag: Generative AI, Music AI, Audio AI, and Computational Neuroscience Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Brain2Music: Reconstructing Music from Human Brain Activity (Open Access)
arxiv, 2023
[Project page]
Posts tagged "Computational Neuroscience"
Preprint
Tag: Large Language Model (LLM), Generative AI, Computer Vision, Image AI, and Computational Neuroscience Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv, 2025
[Project page]
Publication
Tag: Large Language Model (LLM), Generative AI, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
EMNLP2024
[Project page]
Research Internship
Tag: Generative AI, Computer Vision, and Computational Neuroscience 2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
Conference (not peer reviewed)
Tag: Video AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Neuro2023, Sendai, Japan, August 2023
Preprint
Tag: Image AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
Applicability of scaling laws to vision encoding models (Open Access)
arxiv, 2023
[Code]
Machine Learning Contest @ CodaLab
Tag: Image AI, Computer Vision, and Computational Neuroscience Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
Preprint
Tag: Generative AI, Music AI, Audio AI, and Computational Neuroscience Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Brain2Music: Reconstructing Music from Human Brain Activity (Open Access)
arxiv, 2023
[Project page]
Posts tagged "Computer Vision"
Preprint
Tag: Large Language Model (LLM), Generative AI, Computer Vision, Image AI, and Computational Neuroscience Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv, 2025
[Project page]
Research Internship
Tag: Generative AI, Computer Vision, and Computational Neuroscience 2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
Conference (not peer reviewed)
Tag: Video AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Neuro2023, Sendai, Japan, August 2023
Preprint
Tag: Image AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
Applicability of scaling laws to vision encoding models (Open Access)
arxiv, 2023
[Code]
Machine Learning Contest @ CodaLab
Tag: Image AI, Computer Vision, and Computational Neuroscience Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
Posts tagged "Generative AI"
Preprint
Tag: Large Language Model (LLM), Generative AI, Computer Vision, Image AI, and Computational Neuroscience Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv, 2025
[Project page]
Publication
Tag: Large Language Model (LLM), Generative AI, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
EMNLP2024
[Project page]
Research Internship
Tag: Generative AI, Computer Vision, and Computational Neuroscience 2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
Preprint
Tag: Generative AI, Music AI, Audio AI, and Computational Neuroscience Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Brain2Music: Reconstructing Music from Human Brain Activity (Open Access)
arxiv, 2023
[Project page]
Posts tagged "Image AI"
Preprint
Tag: Large Language Model (LLM), Generative AI, Computer Vision, Image AI, and Computational Neuroscience Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv, 2025
[Project page]
Preprint
Tag: Image AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
Applicability of scaling laws to vision encoding models (Open Access)
arxiv, 2023
[Code]
Machine Learning Contest @ CodaLab
Tag: Image AI, Computer Vision, and Computational Neuroscience Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
Posts tagged "Large Language Model (LLM)"
Preprint
Tag: Large Language Model (LLM), Generative AI, Computer Vision, Image AI, and Computational Neuroscience Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
LaVCa: LLM-assisted Visual Cortex Captioning
arxiv, 2025
[Project page]
Machine Learning Contest @ Kaggle
Tag: Large Language Model (LLM) LLM Prompt Recovery
Ranked 85th out of 2175 teams.🥈
Publication
Tag: Large Language Model (LLM), Generative AI, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
EMNLP2024
[Project page]
Posts tagged "Music AI"
Preprint
Tag: Generative AI, Music AI, Audio AI, and Computational Neuroscience Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Brain2Music: Reconstructing Music from Human Brain Activity (Open Access)
arxiv, 2023
[Project page]
Posts tagged "Video AI"
Conference (not peer reviewed)
Tag: Video AI, Computer Vision, and Computational Neuroscience Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Neuro2023, Sendai, Japan, August 2023
学歴
スキル
プログラミング言語
Python, C, MATLAB, R, HTML, CSS
ツール
VS Code, git, ChatGPT, Docker, Singularity