Neural decoding of visual imagery during sleep

Science

Volumn 340, Issue 6132, 2013, Pages 639-642

  Horikawa, T ^a,b   Tamaki, M ^a,d   Miyawaki, Y ^a,c,e   Kamitani, Y ^a,b  

^a ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

^b NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

^c NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIONS TECHNOLOGY   (Japan)

^d BROWN UNIVERSITY   (United States)

^e UNIVERSITY OF ELECTRO COMMUNICATIONS   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; DATABASE; IMAGERY; PATTERN RECOGNITION; PERCEPTION; RESONANCE; SLEEP; VISUAL ANALYSIS;

AREA UNDER THE CURVE; AROUSAL; ARTICLE; ELECTROENCEPHALOGRAM; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUSIFORM FACE AREA; HUMAN; IMAGERY; MACHINE LEARNING; NEUROIMAGING; PARAHIPPOCAMPAL PLACE AREA; PRIORITY JOURNAL; REM SLEEP; SLEEP; SLEEP STAGE; SUPPORT VECTOR MACHINE; VERBAL BEHAVIOR; VISUAL CORTEX; VISUAL STIMULATION;

EID: 84877589229     PISSN: 00368075     EISSN: 10959203     Source Type: Journal    
DOI: 10.1126/science.1234330     Document Type: Article

References (30)

1. W. Dement, N. Kleitman, J. Exp. Psychol. 53, 339 (1957).
2. M. Dresler et al., Curr. Biol. 21, 1833 (2011).
3. C. Marzano et al., J. Neurosci. 31, 6674 (2011).
4. J. V. Haxby et al., Science 293, 2425 (2001).
5. Y. Kamitani, F. Tong, Nat. Neurosci. 8, 679 (2005).
6. S. A. Harrison, F. Tong, Nature 458, 632 (2009).
7. K. N. Kay, T. Naselaris, R. J. Prenger, J. L. Gallant, Nature 452, 352 (2008).
8. Y. Miyawaki et al., Neuron 60, 915 (2008).
9. M. Stokes, R. Thompson, R. Cusack, J. Duncan, J. Neurosci. 29, 1565 (2009).
10. Y. Nir, G. Tononi, Trends Cogn. Sci. 14, 88 (2010).
11. T. Hori, M. Hayashi, T. Morikawa, in Sleep Onset: Normal and Abnormal Processes, R. D. Ogilvie, J. R. Harsh, Eds. (American Psychological Association, Washington, DC, 1994), pp. 237-253.
12. R. Stickgold, A. Malia, D. Maguire, D. Roddenberry, M. O'Connor, Science 290, 350 (2000).
13. D. Foulkes, G. Vogel, J. Abnorm. Psychol. 70, 231 (1965).
14. G. W. Vogel, B. Barrowclough, D. D. Giesler, Arch. Gen. Psychiatry 26, 449 (1972).
15. D. Oudiette et al., Conscious. Cogn. 21, 1129 (2012).
16. Materials and methods are available as supplementary materials on Science Online.
17. C. Fellbaum, Ed., WordNet: An Electronic Lexical Database (MIT Press, Cambridge, MA, 1998).
18. A. G. Huth, S. Nishimoto, A. T. Vu, J. L. Gallant, Neuron 76, 1210 (2012).
19. J. Deng et al., IEEE Conference on Computer Vision and Pattern Recognition, 248 (2009).
20. V. N. Vapnik, Statistical Learning Theory (Wiley, New York, 1998).
21. E. Kobatake, K. Tanaka, J. Neurophysiol. 71, 856 (1994).
22. R. Epstein, N. Kanwisher, Nature 392, 598 (1998).
23. N. Kanwisher, J. McDermott, M. M. Chun, J. Neurosci. 17, 4302 (1997).
24. A. R. Braun et al., Science 279, 91 (1998).
25. P. Maquet, J. Sleep Res. 9, 207 (2000).
26. Y. Yotsumoto et al., Curr. Biol. 19, 1278 (2009).
27. M. A. Wilson, B. L. McNaughton, Science 265, 676 (1994).
28. S. Miyauchi, M. Misaki, S. Kan, T. Fukunaga, T. Koike, Exp. Brain Res. 192, 657 (2009).
29. R. A. Finke, Principles of Mental Imagery (MIT Press, Cambridge, MA, 1989).
30. J. A. Hobson, Nat. Rev. Neurosci. 10, 803 (2009).