Brain2Music: Reconstructing Music from Human Brain Activity. - Timo I. Denk; Yu Takagi; Takuya Matsuyama; Andrea Agostinelli; Tomoya Nakai; Christian Havnø Frank; Shinji Nishimoto (CoRR, 2023)

Applicability of scaling laws to vision encoding models. - Takuya Matsuyama; Kota S. Sasaki; Shinji Nishimoto (CoRR, 2023)

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)

LaVCa: LLM-assisted Visual Cortex Captioning. - Takuya Matsuyama; Shinji Nishimoto; Yu Takagi (CoRR, 2025)