神谷研究室

Neuroinformatics – Kyoto University & ATR

Externalizing the mind.

Research

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Selected Publications

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Beste, C., Slagter, H. A., Herff, C., Kamitani, Y., Coninx, S., van Wezel, R., & Frings, C. (2026) Moving intentions from brains to machines Trends in Cognitive Sciences
Shirakawa, K., Nagano, Y., Tanaka, M., Aoki, S. C., Muraki, Y., Majima, K., & Kamitani, Y. (2025) Spurious reconstruction from brain activity Neural Networks, 190, 107515
Kamitani, Y., Tanaka, M., & Shirakawa, K. (2025) Visual Image Reconstruction from Brain Activity via Latent Representation Annual Review of Vision Science, 11, 611–636
Park, J.-Y., Tsukamoto, M., Tanaka, M., & Kamitani, Y. (2025) Natural sounds can be reconstructed from human neuroimaging data using deep neural network representation PLOS Biology, 23, e3003293
Wang, H., Ho, J. K., Cheng, F. L., Aoki, S. C., Muraki, Y., Tanaka, M., Park, J.-Y., & Kamitani, Y. (2025) Inter-individual and inter-site neural code conversion without shared stimuli Nature Computational Science, 5, 534–546
Cheng, F. L., Horikawa, T., Majima, K., Tanaka, M., Abdelhack, M., Aoki, S. C., Hirano, J., & Kamitani, Y. (2023) Reconstructing visual illusory experiences from human brain activity Science Advances, 9, eadj3906
Shen, G., Horikawa, T., Majima, K., & Kamitani, Y. (2019) Deep image reconstruction from human brain activity PLoS Computational Biology, 15, e1006633
Horikawa, T., Tamaki, M., Miyawaki, Y., & Kamitani, Y. (2013) Neural decoding of visual imagery during sleep Science, 340, 639–642
Miyawaki, Y., Uchida, H., Yamashita, O., Sato, M., Morito, Y., Tanabe, H. C., Sadato, N., & Kamitani, Y. (2008) Visual image reconstruction from human brain activity using a combination of multiscale local image decoders Neuron, 60, 915–929
Kamitani, Y., & Tong, F. (2005) Decoding the visual and subjective contents of the human brain Nature Neuroscience, 8, 679–685

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