Publications

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Selected Papers

  • 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.