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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 Computational Neuroscience Computer Vision Generative AI Image AI Large Language Model (LLM) Music AI 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.
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 "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]
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]
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]
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]
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 "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 "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）
2024/7 - 2025/2
国立情報学研究所（NII） LLMセンター
リサーチアシスタント
2023/4 - 2025/3
情報通信研究機構（NICT）
協力研究員
2023/8 - 2023/9（1ヶ月）
NTT R&D
リサーチインターンシップ
生成AIを用いたEEGからの画像生成
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