Publications
Selected Papers
- 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.
- Horikawa, T, Tamaki, M, Miyawaki, Y, Kamitani, Y (2013) Neural decoding of visual imagery during sleep. Science, in press. | Abstract | Preprint | Supplementary Materials | Movie |
- Fujiwara, Y, Miyawaki, Y, Kamitani, Y (2013) Modular encoding and decoding models derived from Bayesian canonical correlation analysis. Neural Computation, 25:1–27.
- 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. J Neurosci, 32:15467–15475.
- 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. Ann Neurol, 71:353–361.
- 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, 26:399–408(10).
- Shibata, K, Chang, L-H, Kim, D, Náñez, JE, Kamitani, Y, Watanabe, T, Sasaki, Y (2012) Decoding reveals plasticity in V3A as a result of motion perceptual learning. PloS ONE, 7:e44003.
- Tomen, M, Takemiya, M, Matsuo, T, Hasegawa, I, Kamitani, Y (2012) Feature space quantization for data driven search. IEEE International Workshop on Pattern Recognition in NeuroImaging, 41–44.
- Tong, F, Harrison, SA, Dewey, JA, Kamitani, Y (2012) Relationship between BOLD amplitude and pattern classification of orientation-selective activity in the human visual cortex. Neuroimage, 63:1212–1222.
- Kamitani, Y (2011) Decoding early visual representations from fMRI ensemble responses. In: Visual Population Codes: Toward a Common Multivariate Framework for Cell Recording and Functional Imaging (Kreiman, G, Kriegeskorte, N, eds), pp 101–132. Cambridge, MA: MIT Press.
- Yamada, K, Miyawaki, Y, Kamitani, Y (2011) Neural code converter for visual Image representation. IEEE International Workshop on Pattern Recognition in NeuroImaging, 37–40.
- 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. J Neurosurg, 114:1715–1722.
- 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, 203-212.
- Kamitani Y. and Sawahata Y. (2010). Spatial smoothing hurts localization but not information: Pitfalls for brain mappers. Neuroimage 49 (3), pp. 1949-1952.
- Yamamura H., Sawahata Y., Yamamoto M., and Kamitani Y. (2009). Neural art appraisal of painter: Dali or Picasso? Neuroreport 20, 1630-1633.
- Fujiwara Y., Miyawaki Y. and Kamitani Y. Estimating image bases for visual image reconstruction from human brain activity. Neural Information Processing Systems (NIPS) Conference (2009).
- Asano, F., Kimura, M., Sekiguchi, T. & Kamitani, Y. (2009). Classification of movement-related single-trial MEG data using adaptive spatial filter. IEEE International Conference on Accoustics, Speech, and Signal Processing 357-360.
- Yanagisawa T., Hirata M., Saitoh Y., Kato A., Shibuya D., Kamitani Y. and Yoshimine T. (2009). Neural decoding using gyral and intrasulcal electrocorticograms. Neuroimage 45, 1099-1106.
- Miyawaki, Y., Uchida, H., Yamashita, O., Sato, M., Tanabe, H., Sadato, N., and Kamitani, Y. (2008). Visual image reconstruction from human cortical activity by combination of multi-resolution local image decoders. Neuron 60 (5), 915-929.
- Asano, F., Kimura, M., Shibuya, D., and Kamitani, Y. (2008). Localization and extraction of brain activity using generalized eigenvalue decomposition. Proceedings of International Conference on Accoustics, Speech, and Signal Processing (ICASSP)
- Yamashita, O., Sato, M., Yoshioka, T., Tong, F., and Kamitani, Y. (2008). Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns. Neuroimage 42, 1414-1429
- Kamitani, Y., and Tong, F. (2006). Decoding seen and attended motion directions from activity in the human visual cortex. Curr Biol 16, 1096-1102.
- Kamitani, Y., and Tong, F. (2005). Decoding the visual and subjective contents of the human brain. Nat Neurosci 8, 679-685.
- Shams, L., Kamitani, Y., and Shimojo, S. (2004). Modulations of visual perception by sound. In The Handbook of Multisensory Processes, Calvert, G. A., C. Spence, and B. E. Stein, eds. (Cambridge, MA: MIT Press), pp. 27-33.
- Thut, G., Northoff, G., Ives, J. R., Kamitani, Y., Pfennig, A., Kampmann, F., Schomer, D. L., and 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. Clin. Neurophysiol. 114, 2071-2080.
- Kamitani, Y., and Shimojo, S. (2003). Global yet early processing of visual surfaces. Chalupa, L. M., and J. S. Werner, eds. (Cambridge, MA: MIT Press), pp. 1129-1138.
- Kanai, R., and Kamitani, Y. (2003). Time-locked perceptual fading induced by visual transients. J Cogn Neurosci 15, 664-672.
- Kamitani, Y., Bhalodia, V. M., Kubota, Y., and Shimojo, Y. (2001). A model of magnetic stimulation of neocortical neurons. Neurocomput. 38-40, 697-703.
- Shams, L., Kamitani, Y., Thompson, S., and Shimojo, S. (2001). Sound alters visual evoked potentials in humans. Neuroreport 12, 3849-3852.
- Shimojo, S., Kamitani, Y., and Nishida, S. (2001). Afterimage of perceptually filled-in surface. Science 293, 1677-1680.
- Shams, L., Kamitani, Y., and Shimojo, S. (2000). Illusions. What you see is what you hear. Nature 408, 788.
- Kamitani, Y., and Shimojo, S. (1999). Manifestation of scotomas created by transcranial magnetic stimulation of human visual cortex. Nat Neurosci 2, 767-771.