ジャーナル論文 / Journal
- Yamaya, N., Ikeda, S., Hoshino, Y., Takeuchi, H., and Kawashima, R., "Temporal Changes in the State Effect of Meditation on Response Inhibition Processes", Mindfulness, (2023).
- Takeda, Y., Gomi, T., Umebayashi, R., Tomita, S., Suzuki, K., Hiroe, N., Saikawa, J., Munaka, T., and Yamashita, O., "Sensor array design of optically pumped magnetometers for accurately estimating source currents", Neuroimage 277, 120257, (2023).
- Nakamura, Y., Ishida, T., Tanaka, S. C., Mitsuyama, Y., Yokoyama, S., Shinzato, H., Itai, E., Okada, G., Kobayashi, Y., Kawashima, T., Miyata, J., Yoshihara, Y., Takahashi, H., Aoki, R., Nakamura, M., Ota, H., Itahashi, T., Morita, S., Kawakami, S., Abe, O., Okada, N., Kunimatsu, A., Yamashita, A., Yamashita, O., Imamizu, H., Morimoto, J., Okamoto, Y., Murai, T., Hashimoto, R., Kasai, K., Kawato, M., and Koike, S., "Distinctive alterations in the mesocorticolimbic circuits in various psychiatric disorders", Psychiatry Clin. Neurosci., (2023).
- Morioka, H., "Discussion of “Identifiability of latent-variable and structural-equation models: from linear to nonlinear”", Ann. Inst. Statist. Math. 76(1), 35–37, (2023).
- Ishida, T., Nakamura, Y., Tanaka, S. C., Mitsuyama, Y., Yokoyama, S., Shinzato, H., Itai, E., Okada, G., Kobayashi, Y., Kawashima, T., Miyata, J., Yoshihara, Y., Takahashi, H., Morita, S., Kawakami, S., Abe, O., Okada, N., Kunimatsu, A., Yamashita, A., Yamashita, O., Imamizu, H., Morimoto, J., Okamoto, Y., Murai, T., Kasai, K., Kawato, M., and Koike, S., "Aberrant Large-Scale Network Interactions Across Psychiatric Disorders Revealed by Large-Sample Multi-Site Resting-State Functional Magnetic Resonance Imaging Datasets.", Schizophr. Bull., (2023).
- Hyvärinen, A., Khemakhem, I., and Morioka, H., "Nonlinear independent component analysis for principled disentanglement in unsupervised deep learning", Patterns 4(10), 100844, (2023).
- Bai, W., Yamashita, O., and Yoshimoto, J., "Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis", Neural Netw. 163, 327–340, (2023).
- Ikeda, S., Kawano, K., Watanabe, S., Yamashita, O., and Kawahara, Y., "Predicting Behavior through Dynamic Modes in Resting-state fMRI Data. Neuroimage", Neuroimage 247, (2022).
- Tokuda, T., Yamashita, O., and Yoshimoto, J., "Multiple Clustering for Identifying Subject Clusters and Brain Sub-networks using Functional Connectivity Matrices without Vectorization", Neural Netw., (2021).
- Tokuda, T., Yamashita, O., Sakai, Y., and Yoshimoto, J., "Clustering of Multiple Psychiatric Disorders using Functional Connectivity in the Data-driven Brain Subnetwork", Front. Psychiatry, (2021).
- Takeda, Y., Hiroe, N., and Yamashita, O., "Whole-brain propagating patterns in human resting-state brain activities", Neuroimage 245, 118711, (2021).
- Hayashi, R., Yamashita, O., Yamada, T., Kawaguchi, H., and Higo , N., "Diffuse Optical Tomography Using fNIRS Signals Measured from the Skull Surface of the Macaque Monkey", Cereb. Cortex Commun. 3(1), (2021).
国際会議 / Proceedings
- Morioka, H., and Hyvärinen, A., "Connectivity-contrastive learning: Combining causal discovery and representation learning for multimodal data", The 26th International Conference on Artificial Intelligence and Statistics (AISTATS2023), (2023).
- Kobler, R., Hirayama, J., Zhao, Q., and Kawanabe, M., "Spd domain-specific batch normalization to crack interpretable unsupervised domain adaptation in eeg", 36th Conference on Neural Information Processing Systems (NeurIPS 2022), (2022).
