Visual image reconstruction
(see Neuron, 60(5))
Neural mechanisms of TMS
(see Neural Comput, 16(2))
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- Selected publications
- Kazuaki Akamatsu, Tomohiro Nishino, Yoichi Miyawaki, “Spatiotemporal bias of the human gaze toward hierarchical visual features during natural scene viewing,” Scientific Reports 13, 8104 (2023).
- Kenshu Koiso, Anna K Müller, Kazuaki Akamatsu, Sebastian Dresbach, Christopher J Wiggins, Omer Faruk Gulban, Rainer Goebel, Yoichi Miyawaki, Benedikt A Poser, Laurentius Huber, “Acquisition and processing methods of whole-brain layer-fMRI VASO and BOLD: The Kenshu dataset,” Aperture Neuro (in press).
- Kohei Umezawa, Yuta Suzuki, Gowrishankar Ganesh, Yoichi Miyawaki, “Bodily ownership of an independent supernumerary limb: an exploratory study,” Scientific Reports 12, 2339 (2022).
- Masashi Sato, Okito Yamashita, Masa-aki Sato, Yoichi Miyawaki, “Information spreading by a combination of MEG source estimation and multivariate pattern classification,” PLoS ONE 13(6): e0198806 (2018).
- Yoichi Miyawaki “Multivariate analysis of magnetic resonance imaging signals of the human brain,” Current Topics in Medicinal Chemistry, vol.16, pp.2685 - 2693 (2016).
- Kentaro Yamada, Yoichi Miyawaki, Yukiyasu Kamitani, “Inter-subject neural code converter for visual image representation,” NeuroImage, vol.113, pp.289 - 297 (2015).
- Tomoyasu Horikawa, Masako Tamaki, Yoichi Miyawaki, Yukiyasu Kamitani, “Neural decoding of visual imagery during sleep,” Science, vol.340, pp.639 - 642 (2013).
- Yusuke Fujiwara, Yoichi Miyawaki, Yukiyasu Kamitani, “Modular encoding and decoding models derived from Bayesian
canonical correlation analysis,” Neural Computation, vol.25, pp.979 - 1005 (2013).
- Yoichi Miyawaki, Takashi Shinozaki, Masato Okada, “Spike suppression in a local cortical circuit induced by transcranial magnetic stimulation,” Journal of Computational Neuroscience, 33, 405-419 (2012).
- Yusuke Fujiwara, Yoichi Miyawaki, Yukiyasu Kamitani, “Estimating image bases for visual image reconstruction from human brain activity,” Advances in Neural Information Processing Systems, 22, 576-584 (2010).
- Naruse Yasushi, Ayumu Matani, Yoichi Miyawaki, Masato Okada, “Influence of coherence between multiple cortical columns on alpha rhythm: A computational modeling study,” Human Brain Mapping, 31, 703-715 (2010).
- Yoichi Miyawaki, Hajime Uchida, Okito Yamashita, Masa-aki Sato, Yusuke Morito, Hiroki C. Tanabe, Norihiro Sadato, Yukiyasu Kamitani, “Visual image reconstruction from human brain activity using a combination of multi-scale local image decoders,” Neuron, 60, 915-929 (2008).
*Selected for cover image
*Commented by Kay and Gallant, Nat Neurosci, 12, 245-246 (2009)
*Links to a movie of visual image reconstruction results ( YouTube / Cell Press )
- Yoichi Miyawaki and Masato Okada, “Mechanism of neural interference by transcranial magnetic stimulation: network or single neuron?,” Advances in Neural Information Processing Systems, 16, 1295-1302 (2004).
- Yoichi Miyawaki, and Masato Okada, “A Network Model of Perceptual Suppression Induced by Transcranial Magnetic Stimulation,'' Neural Computation, 16, 309-331 (2004).
*Selected for cover image
- Ryusuke Hayashi, Yoichi Miyawaki, Taro Maeda, Susumu Tachi, “Unconscious adaptation: a new illusion of depth induced by stimulus features without depth,” Vision Research, 43, 2773-2782 (2003).
- Full publication list (Japanese/English (short version))
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