Profile
初めまして！松山卓矢です。現在、福井コンピュータ株式会社にてWebエンジニアとして勤務しており、 ASP.NET Core・TypeScript・SQL Server・Azureを用いたフロントエンド・バックエンド双方の開発を担当しています。 大阪大学大学院生命機能研究科では、Vision・Audio・Language AIを活用した脳機能解明の研究を行っていました（西本研究室）。
Tags
All Audio AI CiNet Computational Neuroscience Computer Vision Generative AI Image AI Large Language Model (LLM) Large Language Models Music AI NICT NII Video AI論文
LaVCa: LLM-assisted Visual Cortex Captioning
Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
ICLR 2026 [Project page]
Text-to-music generation models capture musical semantic representations in the human brain (Open Access)
Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Nature Communications, 2025 [Project page]
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
EMNLP 2024 [Project page]
Applicability of scaling laws to vision encoding models (Open Access)
Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
arxiv, 2023 [Code]
学会
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
Neuro2023, Sendai, Japan, August 2023
コンテスト
LLM Prompt Recovery
Ranked 85th out of 2175 teams.🥈
Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
経歴
2023 April - 2025 March
National Institute of Information and Communications Technology (NICT) — CiNet
2024 July - 2025 February
National Institute of Informatics (NII) — LLMC
2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
Posts tagged "Audio AI"
Text-to-music generation models capture musical semantic representations in the human brain (Open Access)
Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Nature Communications, 2025 [Project page]
Posts tagged "CiNet"
2023 April - 2025 March
National Institute of Information and Communications Technology (NICT) — CiNet
Posts tagged "Computational Neuroscience"
LaVCa: LLM-assisted Visual Cortex Captioning
Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
ICLR 2026 [Project page]
Text-to-music generation models capture musical semantic representations in the human brain (Open Access)
Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Nature Communications, 2025 [Project page]
2023 April - 2025 March
National Institute of Information and Communications Technology (NICT) — CiNet
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
EMNLP 2024 [Project page]
2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
Neuro2023, Sendai, Japan, August 2023
Applicability of scaling laws to vision encoding models (Open Access)
Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
arxiv, 2023 [Code]
Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
Posts tagged "Computer Vision"
LaVCa: LLM-assisted Visual Cortex Captioning
Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
ICLR 2026 [Project page]
2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
Neuro2023, Sendai, Japan, August 2023
Applicability of scaling laws to vision encoding models (Open Access)
Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
arxiv, 2023 [Code]
Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
Posts tagged "Generative AI"
LaVCa: LLM-assisted Visual Cortex Captioning
Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
ICLR 2026 [Project page]
Text-to-music generation models capture musical semantic representations in the human brain (Open Access)
Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Nature Communications, 2025 [Project page]
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
EMNLP 2024 [Project page]
2023 August - 2023 September (1 month)
NTT R&D
EEG-based Image Generation using Generative AI
Posts tagged "Image AI"
LaVCa: LLM-assisted Visual Cortex Captioning
Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
ICLR 2026 [Project page]
Applicability of scaling laws to vision encoding models (Open Access)
Takuya Matsuyama*, Kota S Sasaki, Shinji Nishimoto*
arxiv, 2023 [Code]
Alogonauts Project 2023 Challenge
Ranked 8th out of 107 teams.
Posts tagged "Large Language Model (LLM)"
LaVCa: LLM-assisted Visual Cortex Captioning
Takuya Matsuyama, Shinji Nishimoto†, Yu Takagi†
ICLR 2026 [Project page]
LLM Prompt Recovery
Ranked 85th out of 2175 teams.🥈
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
EMNLP 2024 [Project page]
Posts tagged "Large Language Models"
2024 July - 2025 February
National Institute of Informatics (NII) — LLMC
Posts tagged "Music AI"
Text-to-music generation models capture musical semantic representations in the human brain (Open Access)
Timo I. Denk*†, Yu Takagi*†, Takuya Matsuyama, Andrea Agostinelli, Tomoya Nakai, Christian Frank, Shinji Nishimoto
Nature Communications, 2025 [Project page]
Posts tagged "NICT"
2023 April - 2025 March
National Institute of Information and Communications Technology (NICT) — CiNet
Posts tagged "NII"
2024 July - 2025 February
National Institute of Informatics (NII) — LLMC
Posts tagged "Video AI"
The first-person perspective contributes to the acquisition of visual representation in the human brain: Analysis using Deep Neural Networks
Takuya Matsuyama, Kota S Sasaki, Shinji Nishimoto
Neuro2023, Sendai, Japan, August 2023
職歴
2025/4 -
福井コンピュータ株式会社
Webエンジニア（フルスタック）
ASP.NET Core, TypeScript, SQL Server, Azure
学歴
スキル
プログラミング言語
C#TypeScriptJavaScriptHTMLSCSSPythonC
フレームワーク・ツール
ASP.NET CoreAzureSQL ServerDocker