Publications

2026

Onoo, S., Nagano, Y., & Kamitani, Y. (2026) Readout Representation: Redefining Neural Codes by Input Recovery International Conference on Learning Representations (ICLR). doi:10.48550/arXiv.2510.12228

OpenReview

Kamitani, Y., Tanaka, M., & Horikawa, T. (2026) Decoding Shitsukan in the brain In: Shitsukan -- Understanding and Manipulating Material and Quality Perception (Nishida, S. & Nishino, K., Eds.), Springer Nature, 111–130. doi:10.1007/978-981-95-4762-3_6

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. doi:10.1016/j.tics.2025.12.003

2025

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. doi:10.1016/j.neunet.2025.107515

GitHub

Kamitani, Y., Tanaka, M., & Shirakawa, K. (2025) Visual Image Reconstruction from Brain Activity via Latent Representation Annual Review of Vision Science, 11, 611–636. doi:10.1146/annurev-vision-110423-023616

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(7), e3003293. doi:10.1371/journal.pbio.3003293

GitHub

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(7), 534–546. doi:10.1038/s43588-025-00826-5

GitHub

Preprints

Shirakawa, K., Nagano, Y., Tanaka, M., Cheng, F. L., & Kamitani, Y. (2025) Advancing credibility and transparency in brain-to-image reconstruction research: Reanalysis of Koide-Majima, Nishimoto, and Majima (Neural Networks, 2024) arXiv. doi:10.48550/arXiv.2511.07960

GitHub

Onoo, S., Nagano, Y., & Kamitani, Y. (2025) Readout Representation: Redefining Neural Codes by Input Recovery arXiv. doi:10.48550/arXiv.2510.12228

Otsuka, K., Nagano, Y., & Kamitani, Y. (2025) Overcoming Output Dimension Collapse: When Sparsity Enables Zero-shot Brain-to-Image Reconstruction at Small Data Scales arXiv. doi:10.48550/arXiv.2509.15832

GitHub

Japanese / 日本語

Poldrack, R. A. (著), 神谷之康 (訳) (2025) 統計的思考――再現性の危機を超えて朝倉書店.

OpenReview

神谷之康 (2025) 脳デコーディング In: 理論生物学事典（巌佐庸, 大槻久, 佐竹暁子, 望月敦史編）, 朝倉書店.

OpenReview

2024

Cowen, A., Prasad, G., Tanaka, M., Kamitani, Y., Kirilyuk, V., Somandepalli, K., Jou, B., Schroff, F., Hartwig, A., Brooks, J. A., & Keltner, D. (2024) How emotion is experienced and expressed in multiple cultures: A large-scale experiment Frontiers in Psychology, 15, 1350631. doi:10.3389/fpsyg.2024.1350631

Preprints

Fukuma, R., Yanagisawa, T., Sugano, H., Tamura, K., Oshino, S., Tani, N., Iimura, Y., Khoo, H. M., Suzuki, H., Yang, H., Iwata, T., Nakajima, M., Nishimoto, S., Kamitani, Y., & Kishima, H. (2024) Image retrieval based on closed-loop visual-semantic neural decoding bioRxiv. doi:10.1101/2024.08.05.606113

2023

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(46), eadj3906. doi:10.1126/sciadv.adj3906

GitHub Data (OpenNeuro)

Wang, H., Ho, J. K., Cheng, F., Aoki, S. C., & Kamitani, Y. (2023) Inter-individual neural code conversion without paired stimuli CCN 2023. doi:10.32470/ccn.2023.1320-0

Ho, J. K., Horikawa, T., Majima, K., Cheng, F., & Kamitani, Y. (2023) Inter-individual deep image reconstruction via hierarchical neural code conversion NeuroImage, 271, 120007. doi:10.1016/j.neuroimage.2023.120007

GitHub Data (OpenNeuro)

Japanese / 日本語

Poldrack, R. A. (著), 神谷之康 (監訳), 児島修 (訳) (2023) 習慣と脳の科学――どうしても変えられないのはどうしてかみすず書房.

OpenReview

神谷之康 (2023) 脳をくすぐるアート通信ソサイエティマガジン B-plus, 64, 295–304.

OpenReview

神谷之康 (2023) 『習慣と脳の科学』監訳者解説みすず書房, 249–261.

OpenReview

2022

Murano, T., Nakajima, R., Nakao, A., Hirata, N., Amemori, S., Murakami, A., Kamitani, Y., Yamamoto, J., & Miyakawa, T. (2022) Multiple types of navigational information are independently encoded in the population activities of the dentate gyrus neurons Proceedings of the National Academy of Sciences, 119(32), e2106830119. doi:10.1073/pnas.2106830119

Yanagisawa, T., Fukuma, R., Seymour, B., Tanaka, M., Yamashita, O., Hosomi, K., Kishima, H., Kamitani, Y., & Saitoh, Y. (2022) Neurofeedback training without explicit phantom hand movements and hand-like visual feedback to modulate pain: A randomized crossover feasibility trial The Journal of Pain, S1526590022003686. doi:10.1016/j.jpain.2022.07.009

Tanigawa, H., Majima, K., Takei, R., Kawasaki, K., Sawahata, H., Nakahara, K., Iijima, A., Suzuki, T., Kamitani, Y., & Hasegawa, I. (2022) Decoding distributed oscillatory signals driven by memory and perception in the prefrontal cortex Cell Reports, 39(2), 110676. doi:10.1016/j.celrep.2022.110676

Fukuma, R., Yanagisawa, T., Nishimoto, S., Sugano, H., Tamura, K., Yamamoto, S., Iimura, Y., Fujita, Y., Oshino, S., Tani, N., Koide-Majima, N., Kamitani, Y., & Kishima, H. (2022) Voluntary control of semantic neural representations by imagery with conflicting visual stimulation Communications Biology, 5(1), 1–15. doi:10.1038/s42003-022-03137-x

Horikawa, T., & Kamitani, Y. (2022) Attention modulates neural representation to render reconstructions according to subjective appearance Communications Biology, 5, 34. doi:10.1038/s42003-021-02975-5

GitHub Data (OpenNeuro)

Japanese / 日本語

Kandel, E. R. 他 (原著), 宮下保司 (監修), 岡野栄之, 神谷之康他 (翻訳) (2022) カンデル神経科学第2版メディカル・サイエンス・インターナショナル.

2021

Macpherson, T., Churchland, A., Sejnowski, T., DiCarlo, J., Kamitani, Y., Takahashi, H., & Hikida, T. (2021) Natural and artificial intelligence: A brief introduction to the interplay between AI and neuroscience research Neural Networks, 144, 218–233. doi:10.1016/j.neunet.2021.09.018

Nonaka, S., Majima, K., Aoki, S. C., & Kamitani, Y. (2021) Brain hierarchy score: Which deep neural networks are hierarchically brain-like? iScience, 24(9), 103013. doi:10.1016/j.isci.2021.103013

GitHub

Alcaide, S., Sitt, J., Horikawa, T., Romano, A., Maldonado, A. C., Ibanez, A., Sigman, M., Kamitani, Y., & Barttfeld, P. (2021) fMRI lag structure during waking up from early sleep stages Cortex, 142, 94–103. doi:10.1016/j.cortex.2021.06.005

2020

Yanagisawa, T., Fukuma, R., Seymour, B., Tanaka, M., Hosomi, K., Yamashita, O., Kishima, H., Kamitani, Y., & Saitoh, Y. (2020) BCI training to move a virtual hand reduces phantom limb pain: A randomized crossover trial Neurology, 95(4), e417–e426. doi:10.1212/WNL.0000000000009858

Horikawa, T., Cowen, A. S., Keltner, D., & Kamitani, Y. (2020) The neural representation of visually evoked emotion is high-dimensional, categorical, and distributed across transmodal brain regions iScience, 23(5), 101060. doi:10.1016/j.isci.2020.101060

GitHub Data (OpenNeuro)

2019

Hagihara, H., Horikawa, T., Irino, Y., Nakamura, H. K., Umemori, J., Shoji, H., Yoshida, M., Kamitani, Y., & Miyakawa, T. (2019) Peripheral Blood Metabolome Predicts Mood Change-Related Activity in Mouse Model of Bipolar Disorder Molecular Brain, 12(1), 107. doi:10.1186/s13041-019-0527-3

Shen, G., Dwivedi, K., Majima, K., Horikawa, T., & Kamitani, Y. (2019) End-to-end deep image reconstruction from human brain activity Frontiers in Computational Neuroscience, 13, 21. doi:10.3389/fncom.2019.00021

GitHub

Horikawa, T., Aoki, S. C., Tsukamoto, M., & Kamitani, Y. (2019) Characterization of deep neural network features by decodability from human brain activity Scientific Data, 6, 190012. doi:10.1038/sdata.2019.12

GitHub Data (OpenNeuro)

Shen, G., Horikawa, T., Majima, K., & Kamitani, Y. (2019) Deep image reconstruction from human brain activity PLoS Computational Biology, 15(1), e1006633. doi:10.1371/journal.pcbi.1006633

GitHub Data (OpenNeuro)

Yanagisawa, T., Fukuma, R., Seymour, B., Hosomi, K., Kishima, H., Shimizu, T., Yokoi, H., Hirata, M., Yoshimine, T., Kamitani, Y., & Saitoh, Y. (2019) Using a BCI Prosthetic Hand to Control Phantom Limb Pain In: Brain-Computer Interface Research: A State-of-the-Art Summary 7 (Guger, C., Mrachacz-Kersting, N., & Allison, B. Z., Eds.), Springer, 43–52. doi:10.1007/978-3-030-05668-1_4

Japanese / 日本語

福間良平, 栁澤琢史, 田中將貴, Seymour, B., 細見晃一, 貴島晴彦, 吉峰俊樹, 神谷之康, 齋藤洋一 (2019) 幻肢痛患者の主観的な幻肢運動の皮質表現 PAIN RESEARCH, 34(1), 39–43. doi:10.11154/pain.34.39

2018

Stiles, N. R. B., Li, M., Levitan, C. A., Kamitani, Y., & Shimojo, S. (2018) What you saw is what you will hear: Two new illusions with audiovisual postdictive effects PLoS ONE, 13(10), e0204217. doi:10.1371/journal.pone.0204217

Fukuma, R., Yanagisawa, T., Nishimoto, S., Tanaka, M., Yamamoto, S., Oshino, S., Kamitani, Y., & Kishima, H. (2018) Decoding Visual Stimulus in Semantic Space from Electrocorticography Signals IEEE SMC 2018. doi:10.1109/SMC.2018.00027

Yanagisawa, T., Fukuma, R., Seymour, B., Hosomi, K., Kishima, H., Shimizu, T., Yokoi, H., Hirata, M., Yoshimine, T., Kamitani, Y., & Saitoh, Y. (2018) MEG-BMI to control phantom limb pain Neurologia Medico-Chirurgica, 58(8), 327–333. doi:10.2176/nmc.st.2018-0099

Satake, E., Majima, K., Aoki, S. C., & Kamitani, Y. (2018) Sparse ordinal logistic regression and its application to brain decoding Frontiers in Neuroinformatics, 12, 51. doi:10.3389/fninf.2018.00051

GitHub

Fukuma, R., Yanagisawa, T., Yokoi, H., Hirata, M., Yoshimine, T., Saitoh, Y., Kamitani, Y., & Kishima, H. (2018) Training in use of brain–machine interface-controlled robotic hand improves accuracy decoding two types of hand movements Frontiers in Neuroscience, 12, 478. doi:10.3389/fnins.2018.00478

Abdelhack, M., & Kamitani, Y. (2018) Sharpening of hierarchical visual feature representations of blurred images eNeuro, 5(3), ENEURO.0443-17.2018. doi:10.1523/ENEURO.0443-17.2018

GitHub Data (OpenNeuro)

Miyakawa, N., Majima, K., Sawahata, H., Kawasaki, K., Matsuo, T., Kotake, N., Suzuki, T., Kamitani, Y., & Hasegawa, I. (2018) Heterogeneous redistribution of facial subcategory information within and outside the face-selective domain in primate inferior temporal cortex Cerebral Cortex, 28(4), 1416–1431. doi:10.1093/cercor/bhx339

Yanagisawa, T., Fukuma, R., Seymour, B., Hosomi, K., Shimizu, T., Kishima, H., Hirata, M., Yokoi, H., Yoshimine, T., Kamitani, Y., & Saitoh, Y. (2018) Induction of Cortical Plasticity Reveals the Mechanism of the Phantom Limb Pain and Develops Novel Treatment PAIN RESEARCH, 33(1), 26-31. doi:10.11154/pain.33.26

2017

Horikawa, T., & Kamitani, Y. (2017) Generic decoding of seen and imagined objects using hierarchical visual features Nature Communications, 8, 15037. doi:10.1038/ncomms15037

GitHub Data (OpenNeuro)

Majima, K., Sukhanov, P., Horikawa, T., & Kamitani, Y. (2017) Position Information Encoded by Population Activity in Hierarchical Visual Areas eNeuro, 4(2), ENEURO.0268-16.2017. doi:10.1523/ENEURO.0268-16.2017

GitHub

Hasegawa, M., Majima, K., Itokazu, T., Maki, T., Albrecht, U.-R., Castner, N., Izumo, M., Sohya, K., Sato, T. K., Kamitani, Y., & Sato, T. R. (2017) Selective Suppression of Local Circuits during Movement Preparation in the Mouse Motor Cortex Cell Reports, 18(11), 2676–2686. doi:10.1016/j.celrep.2017.02.043

Horikawa, T., & Kamitani, Y. (2017) Hierarchical neural representation of dreamed objects revealed by brain decoding with deep neural network features Frontiers in Computational Neuroscience, 11, 4. doi:10.3389/fncom.2017.00004

2016

Yanagisawa, T., Fukuma, R., Seymour, B., Hosomi, K., Kishima, H., Shimizu, T., Yokoi, H., Hirata, M., Yoshimine, T., Kamitani, Y., & Saitoh, Y. (2016) Induced Sensorimotor Brain Plasticity Controls Pain in Phantom Limb Patients Nature Communications, 7, 13209. doi:10.1038/ncomms13209

Nakahara, K., Adachi, K., Kawasaki, K., Matsuo, T., Sawahata, H., Majima, K., Takeda, M., Sugiyama, S., Nakata, R., Iijima, A., Tanigawa, H., Suzuki, T., Kamitani, Y., & Hasegawa, I. (2016) Associative-Memory Representations Emerge as Shared Spatial Patterns of Theta Activity Spanning the Primate Temporal Cortex Nature Communications, 7(1), 11827. doi:10.1038/ncomms11827

Hagihara, H., Horikawa, T., Nakamura, H. K., Umemori, J., Shoji, H., Kamitani, Y., & Miyakawa, T. (2016) Circadian gene circuitry predicts hyperactive behavior in a mood disorder mouse model Cell Reports, 14(12), 2784–2796. doi:10.1016/j.celrep.2016.02.067

Takemiya, M., Majima, K., Tsukamoto, M., & Kamitani, Y. (2016) BrainLiner: A Neuroinformatics Platform for Sharing Time-Aligned Brain-Behavior Data Frontiers in Neuroinformatics, 10. doi:10.3389/fninf.2016.00003

GitHub

Fukuma, R., Yanagisawa, T., Saitoh, Y., Hosomi, K., Kishima, H., Shimizu, T., Sugata, H., Yokoi, H., Hirata, M., Kamitani, Y., & Yoshimine, T. (2016) Real-Time Control of a Neuroprosthetic Hand by Magnetoencephalographic Signals from Paralysed Patients Scientific Reports, 6, 21781. doi:10.1038/srep21781

Japanese / 日本語

神谷之康 (2016) ブレインデコーディング Clinical Neuroscience, 34(2), 149–154.

神谷之康 (2016) ヒトの脳を読む新しいアプローチ細胞工学, 34–7, 634–637.

神谷之康 (2016) シカ、シカ、シカ・・・文藝, Spring, 412-413.

2015

Nakamura, M., Yanagisawa, T., Okamura, Y., Fukuma, R., Hirata, M., Araki, T., Kamitani, Y., & Yorifuji, S. (2015) Categorical Discrimination of Human Body Parts by Magnetoencephalography Frontiers in Human Neuroscience, 9. doi:10.3389/fnhum.2015.00609

Fukuma, R., Yanagisawa, T., Yorifuji, S., Kato, R., Yokoi, H., Hirata, M., Saitoh, Y., Kishima, H., Kamitani, Y., & Yoshimine, T. (2015) Closed-loop control of a neuroprosthetic hand by magnetoencephalographic signals PLoS ONE, 10(7), e0131547. doi:10.1371/journal.pone.0131547

Yamada, K., Miyawaki, Y., & Kamitani, Y. (2015) Inter-subject neural code converter for visual image representation NeuroImage, 113, 289–297. doi:10.1016/j.neuroimage.2015.03.059

GitHub

Matsuo, T., Kawasaki, K., Kawai, K., Majima, K., Masuda, H., Murakami, H., Kunii, N., Kamitani, Y., Kameyama, S., Saito, N., & Hasegawa, I. (2015) Alternating Zones Selective to Faces and Written Words in the Human Ventral Occipitotemporal Cortex Cerebral Cortex, 25(5), 1265-1277. doi:10.1093/cercor/bht319

Japanese / 日本語

神谷之康 (2015) Decode of the Brain――ヒトの脳を読む新しいアプローチ細胞工学, 34(7), 634–637.

神谷之康 (2015) 書評：中村文則『教団X』文藝, 新春特大号, 544.

堀川友慈, 神谷之康 (2015) 夢内容のブレイン・デコーディング――夢の機能の解明に向けて実験医学, 33(13), 2077–2082.

2014

Majima, K., Matsuo, T., Kawasaki, K., Kawai, K., Saito, N., Hasegawa, I., & Kamitani, Y. (2014) Decoding visual object categories from temporal correlations of ECoG signals NeuroImage, 90, 74–83. doi:10.1016/j.neuroimage.2013.12.020

Japanese / 日本語

堀川友慈, 神谷之康 (2014) 脳活動から探る夢の内容 Clinical Neuroscience, 32(4), 461–469.

堀川友慈, 宮脇陽一, 神谷之康 (2014) 脳活動から心を可視化する光学, 43(3), 104–110.

神谷之康 (2014) 脳の信号を解読する技術――脳情報デコーディング In: BMI (Brain-Machine Interface)の現状と展望（吉峰俊樹, 川人光男編）, 医歯薬出版, 20–25.

2013

Horikawa, T., Tamaki, M., Miyawaki, Y., & Kamitani, Y. (2013) Neural decoding of visual imagery during sleep Science, 340(6132), 639–642. doi:10.1126/science.1234330

GitHub

Fujiwara, Y., Miyawaki, Y., & Kamitani, Y. (2013) Modular encoding and decoding models derived from Bayesian canonical correlation analysis Neural Computation, 25(4), 979–1005. doi:10.1162/NECO_a_00423

GitHub

Japanese / 日本語

堀川友慈, 神谷之康 (2013) 睡眠中の脳活動パターンからの視覚的夢内容の解読新着論文レビュー.

OpenReview

2012

Tong, F., Harrison, S. A., Dewey, J. A., & Kamitani, Y. (2012) Relationship between BOLD amplitude and pattern classification of orientation-selective activity in the human visual cortex NeuroImage, 63(3), 1212-1222. doi:10.1016/j.neuroimage.2012.08.005

Yanagisawa, T., Yamashita, O., Hirata, M., Kishima, H., Saitoh, Y., Goto, T., Yoshimine, T., & Kamitani, Y. (2012) Regulation of Motor Representation by Phase-Amplitude Coupling in the Sensorimotor Cortex Journal of Neuroscience, 32(44), 15467-15475. doi:10.1523/JNEUROSCI.2929-12.2012

Shibata, K., Chang, L.-H. L.-H., Kim, D., Nanez, J. E., Kamitani, Y., Watanabe, T., Sasaki, Y., & Suzuki, S. (2012) Decoding Reveals Plasticity in V3A as a Result of Motion Perceptual Learning PLoS ONE, 7(8), e44003. doi:10.1371/journal.pone.0044003

Tomen, N., Takemiya, M., Matsuo, T., Hasegawa, I., & Kamitani, Y. (2012) Feature Space Quantization for Data-Driven Search PRNI 2012. doi:10.1109/PRNI.2012.17

Yanagisawa, T., Hirata, M., Saitoh, Y., Kishima, H., Matsushita, K., Goto, T., Fukuma, R., Yokoi, H., Kamitani, Y., & Yoshimine, T. (2012) Electrocorticographic control of a prosthetic arm in paralyzed patients Annals of Neurology, 71(3), 353-361. doi:10.1002/ana.22613

Hirata, M., Matsushita, K., Yanagisawa, T., Goto, T., Morris, S., Yokoi, H., Suzuki, T., Yoshida, T., Sato, F., Sakura, O., Kamitani, Y., & Yoshimine, T. (2012) Motor restoration based on the brain machine interface using brain surface electrodes: Real time robot control and a fully-implantable wireless system Advanced Robotics, 26(3–4), 399–408. doi:10.1163/156855311X614581

Kamitani, Y. (2012) Decoding early visual representations from fMRI ensemble responses In: Visual Population Codes: Toward a Common Multivariate Framework for Cell Recording and Functional Imaging (Kriegeskorte, N. & Kreiman, G., Eds.), MIT Press, 101–132. doi:10.7551/mitpress/8404.003.0008

2011

Yanagisawa, T., Hirata, M., Saitoh, Y., Goto, T., Kishima, H., Fukuma, R., Yokoi, H., Kamitani, Y., & Yoshimine, T. (2011) Real-time control of a prosthetic hand using human electrocorticography signals Journal of Neurosurgery, 114(6), 1715–1722. doi:10.3171/2011.1.JNS101421

Toda, H., Suzuki, T., Sawahata, H., Majima, K., Kamitani, Y., & Hasegawa, I. (2011) Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex NeuroImage, 54(1), 203–212. doi:10.1016/j.neuroimage.2010.08.003

Yamada, K., Miyawaki, Y., & Kamitani, Y. (2011) Neural code converter for visual image representation . doi:10.1109/prni.2011.13

Japanese / 日本語

玉置応子, 神谷之康 (2011) fMRI活動パターンからの主観的精神状態のデコーディング Brain and Nerve, 63(12), 1331-1338.

宮脇陽一, 神谷之康 (2011) 脳情報デコーディング技術とその応用計測と制御, 50, 888-894. doi:10.11499/sicejl.50.888

間島慶, 神谷之康 (2011) Brain-Machine Interface の現状と将来の展望 Brain and Nerve, 63(3), 241-246.

2010

Kamitani, Y. & Sawahata, Y. (2010) Spatial smoothing hurts localization but not information: Pitfalls for brain mappers NeuroImage, 49(3), 1949-1952. doi:10.1016/j.neuroimage.2009.06.040

Kamitani, Y. (2010) Decoding visual perception from human brain activity . doi:10.3389/conf.fnins.2010.13.00007

Japanese / 日本語

神谷之康 (2010) 計算論的アプローチ In: イラストレクチャー認知神経科学（村上郁也編）, オーム社.

堀川友慈, 神谷之康 (2010) 脳情報の記録と判読――非侵襲脳計測と神経デコーディング総合リハビリテーション, 38(11), 1025–1030.

神谷之康 (2010) 新時代を開く脳科学――BMIの可能にする未来とは？ In: 脳科学は何を変えるか？（信原幸弘編）, エクスナレッジ.

2009

Yamamura, H., Sawahata, Y., Yamamoto, M., & Kamitani, Y. (2009) Neural art appraisal of painter: Dali or Picasso? Neuroreport, 20(18), 1630-3. doi:10.1097/WNR.0b013e3283331322

Yanagisawa, T., Hirata, M., Saitoh, Y., Kato, A., Shibuya, D., Kamitani, Y., & Yoshimine, T. (2009) Neural decoding using gyral and intrasulcal electrocorticograms NeuroImage, 45(4), 1099-1106. doi:10.1016/j.neuroimage.2008.12.069

Asano, F., Kimura, M., Sekiguchi, T., & Kamitani, Y. (2009) Classification of movement-related single-trial MEG data using adaptive spatial filter ICASSP 2009. doi:10.1109/ICASSP.2009.4959594

Fujiwara, Y., Miyawaki, Y., & Kamitani, Y. (2009) Estimating image bases for visual image reconstruction from human brain activity Advances in Neural Information Processing Systems, 1-9.

Japanese / 日本語

神谷之康, 藤原祐介, 宮脇陽一 (2009) 脳と機械をつなぐ技術イミダス, 22–25.

2008

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(5), 915–929. doi:10.1016/j.neuron.2008.11.004

Visual image reconstruction from human brain activity using a combination of multiscale local image decoders

Yamashita, O., Sato, M., Yoshioka, T., Tong, F., & Kamitani, Y. (2008) Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns NeuroImage, 42(4), 1414–1429. doi:10.1016/j.neuroimage.2008.05.050

Yanagisawa, T., Saitoh, Y., Hirata, M., Yamashita, O., Kamitani, Y., Oshino, S., Kishima, H., Tani, N., Hosomi, K., Goto, T., Satou, M., Kakigi, R., & Yoshimine, T. (2008) Mechanistic analysis of motor cortex stimulation for phantom limb pain PAIN RESEARCH, 23(1), 27–34. doi:10.11154/pain.23.27

Asano, F., Kimura, M., Shibuya, D., & Kamitani, Y. (2008) Localization and extraction of brain activity using generalized eigenvalue decomposition ICASSP 2008. doi:10.1109/icassp.2008.4517672

Otaka, Y., Osu, R., Kawato, M., Liu, M., Murata, S., & Kamitani, Y. (2008) Decoding Syllables from Human fMRI Activity ICONIP 2007, Part II, LNCS 4985, 979-986. doi:10.1007/978-3-540-69162-4_102

Japanese / 日本語

神谷之康 (2008) 非侵襲神経デコーディングとブレイン-マシン・インターフェース計測と制御, 47(5), 431–436. doi:10.11499/sicejl.47.431

柳澤琢史, 齋藤洋一, 平田雅之, 山下宙人, 神谷之康, 押野悟, 貴島晴彦, 谷直樹, 細見晃一, 後藤哲, 佐藤雅昭, 柿木隆介, 吉峰俊樹 (2008) 幻肢痛に対する大脳皮質刺激療法のメカニズム解析 Pain Research, 23(1), 27–34. doi:10.11154/pain.23.27

神谷之康 (2008) マインド・リーディングの原理と倫理脳21, 11, 28–32.

2007

Japanese / 日本語

神谷之康 (2007) 脳信号復号化技術の可能性について電子情報通信学会総合大会.

神谷之康 (2007) 脳から心を読む方法 In: ブレイン・デコーディング――脳情報を読む（「脳を活かす」研究会編）, オーム社.

神谷之康 (2007) 神経デコーディングと脳を読みつなぐ技術の未来電子情報通信学会誌, 90(9), 795–796.

神谷之康 (2007) 神経コードとデコーディングの方法脳21, 10(4), 92–94.

平田雅之, 柳澤琢史, 澁谷大輔, 齋藤洋一, 加藤天美, 神谷之康, 吉峰俊樹 (2007) 皮質脳波を用いたbrain mapping とneural decoding Proceedings of the 46th Annual Meeting of the Japan Society of Clinical Neurophysiology.

平田雅之, 柳澤琢史, 後藤哲, 澁谷大輔, 加藤天美, 齋藤洋一, 神谷之康, 吉峰俊樹 (2007) 局所脳律動変化にもとづいた脳機能マッピングと脳機能再建への応用機能的脳神経外科, 46, 129–134.

内田肇, 宮脇陽一, 山下宙人, 佐藤雅昭, 田邊宏樹, 定藤規弘, 神谷之康 (2007) 多重解像度局所画像復号器の組み合わせによる視覚像の再構成電子情報通信学会技術研究報告, NC2006-131, 79–84.

柴田和久, 神谷之康 (2007) ベイズで読み解く知覚世界日本神経回路学会誌, 14(4), 313-318.

「脳を活かす」研究会 (編), 神谷之康, 柿木隆介, 岩田誠, 田村馨, 堂目卓生, 西條辰義, 松島俊也, 田中沙織, 飯高哲也 (2007) ブレイン・デコーディング――脳情報を読むオーム社.

OpenReview

2006

Kamitani, Y., & Tong, F. (2006) Decoding seen and attended motion directions from activity in the human visual cortex Current Biology, 16(11), 1096–1102. doi:10.1016/j.cub.2006.04.003

Japanese / 日本語

神谷之康 (2006) マインド・リーディングは可能か科学, 76(3), 284–289.

神谷之康 (2006) 非侵襲的脳情報復号化の可能性電子情報通信学会技術研究報告, 106(377), 35–40.

神谷之康 (2006) 脳情報復号化によるブレイン-マシン・インターフェース情報論的学習理論ワークショップ, 59–64.

神谷之康 (2006) 初期視覚野機能のfMRI画像からのデコーディング映像情報メディア学会誌, 60(11), 1731-1734. doi:10.3169/itej.60.1731

神谷之康 (2006) マインド・リーディング現代思想, 10月号, 72-81.

2005

Kamitani, Y., & Tong, F. (2005) Decoding the visual and subjective contents of the human brain Nature Neuroscience, 8(5), 679–685. doi:10.1038/nn1444

Japanese / 日本語

神谷之康 (2005) 脳情報復号化とマインド・リーディング電子情報通信学会研究会ニューロコンピューティング研究会, 105, 51–56.

2004

Shams, L., Kamitani, Y., & Shimojo, S. (2004) Modulations of visual perception by sound In: The Handbook of Multisensory Processes (Calvert, G. A., Spence, C., & Stein, B. E., Eds.), MIT Press, 27–33. doi:10.7551/mitpress/3422.003.0005

2003

Thut, G., Northoff, G., Ives, J. R., Kamitani, Y., Pfennig, A., Kampmann, F., Schomer, D. L., & Pascual-Leone, A. (2003) Effects of single-pulse transcranial magnetic stimulation (TMS) on functional brain activity: A combined event-related TMS and evoked potential study Clinical Neurophysiology, 114(11), 2071–2080. doi:10.1016/S1388-2457(03)00205-0

Kanai, R. & Kamitani, Y. (2003) Time-locked perceptual fading induced by visual transients Journal of Cognitive Neuroscience, 15(5), 664-672. doi:10.1162/089892903322307384

Kamitani, Y. & Shimojo, S. (2003) Global yet early processing of visual surfaces In: The Visual Neurosciences (Chalupa, L. M. & Werner, J. S., Eds.), MIT Press, 1129–1138. doi:10.7551/mitpress/7131.003.0086

2002

Shams, L., Kamitani, Y., & Shimojo, S. (2002) Visual illusion induced by sound Cognitive Brain Research, 14(1), 147-152. doi:10.1016/S0926-6410(02)00069-1

2001

Shams, L., Kamitani, Y., Thompson, S., & Shimojo, S. (2001) Sound alters visual evoked potentials in humans NeuroReport, 12(17), 3849–3852. doi:10.1097/00001756-200112040-00049

Shimojo, S., Kamitani, Y., & Nishida, S. (2001) Afterimage of perceptually filled-in surface Science, 293(5535), 1677–1680. doi:10.1126/science.1060161

Kamitani, Y., Bhalodia, V. M., Kubota, Y., & Shimojo, S. (2001) A model of magnetic stimulation of neocortical neurons Neurocomputing, 38–40, 697–703. doi:10.1016/S0925-2312(01)00447-7

2000

Shams, L., Kamitani, Y., & Shimojo, S. (2000) Illusions. What you see is what you hear Nature, 408(6814), 788. doi:10.1038/35048669

1999

Kamitani, Y. & Shimojo, S. (1999) Manifestation of scotomas created by transcranial magnetic stimulation of human visual cortex Nature Neuroscience, 2(8), 767-71. doi:10.1038/11245