Encoding and Decoding of Music-Genre Representations in the Human Brain. - Tomoya Nakai; Naoko Koide-Majima; Shinji Nishimoto (SMC, 2018)

Quantum circuit-like learning: A fast and scalable classical machine-learning algorithm with similar performance to quantum circuit learning. - Naoko Koide-Majima; Kei Majima (CoRR, 2020)

Distinct dimensions of emotion in the human brain and their representation on the cortical surface. - Naoko Koide-Majima; Tomoya Nakai; Shinji Nishimoto (NeuroImage, 2020)

Quantum-inspired canonical correlation analysis for exponentially large dimensional data. - Naoko Koide-Majima; Kei Majima (Neural Networks, 2021)

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)

Mental image reconstruction from human brain activity: Neural decoding of mental imagery via deep neural network-based Bayesian estimation. - Naoko Koide-Majima; Shinji Nishimoto; Kei Majima (Neural Networks, 2024)

Correspondence of high-dimensional emotion structures elicited by video clips between humans and Multimodal LLMs. - Haruka Asanuma; Naoko Koide-Majima; Ken Nakamura; Takato Horii; Shinji Nishimoto; Masafumi Oizumi (CoRR, 2025)