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, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models (Open Access)
bioRxiv, 2024
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 (with Google)
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Conference (not peer reviewed)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 (with Google)
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, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models (Open Access)
bioRxiv, 2024
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 (with Google)
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"
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, and Computational Neuroscience Yuko Nakagi*, Takuya Matsuyama*, Naoko Koide-Majima, Hiroto Yamaguchi, Rieko Kubo, Shinji Nishimoto†‡, Yu Takagi†‡
The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models (Open Access)
bioRxiv, 2024
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 (with Google)
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: 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)"
Machine Learning Contest @ Kaggle
Tag: Large Language Model (LLM) LLM Prompt Recovery
Ranked 85th out of 2175 teams.🥈
Preprint
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†‡
The Brain Tells a Story: Unveiling Distinct Representations of Semantic Content in Speech, Objects, and Stories in the Human Brain with Large Language Models (Open Access)
bioRxiv, 2024
Posts tagged "Music AI"
Preprint (with Google)
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