1) Anumanchipalli GK, Chartier J, Chang EF:Speech synthesis from neural decoding of spoken sentences. Nature 568(7753):493-498, 2019
2) Bannert MM, Bartels A:Decoding the yellow of a gray banana. Curr Biol 23:2268-2272, 2013
3) Chadwick MJ, Hassabis D, Weiskopf N, Maguire EA:Decodingindividual episodic memory traces in the human hippocampus. Curr Biol 20:544-547, 2010
4) Cowen AS, Chun MM, Kuhl BA:Neural portraits of perception:reconstructing face images from evoked brain activity. Neuroimage 94:12-22, 2014
5) Cox DD, Savoy RL:Functional magnetic resonance imaging(fMRI)“brain reading”:detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19(2 Pt 1):261-270, 2003
6) Eger E, Michel V, Thirion B, Amadon A, Dehaene S, Kleinschmidt A:Deciphering cortical number coding from human brain activity patterns. Curr Biol 19:1608-1615, 2009
7) Formisano E, De Martino F, Bonte M, Goebel R:“Who” is saying “what”? Brain-based decoding of human voice and speech. Science 322(5903):970-973, 2008
8) Harrison SA, Tong F:Decoding reveals the contents of visual working memory in early visual areas. Nature 458(7238):632-635, 2009
9) Haxby JV, Gobbini MI, Furey ML, Ishai A, Schouten JL, Pietrini P:Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293(5539):2425-2430, 2001
10) Haynes JD, Sakai K, Rees G, Gilbert S, Frith C, Passingham RE:Reading hidden intentions in the human brain. Curr Biol 17:323-328, 2007
11) Horikawa T, Tamaki M, Miyawaki Y, Kamitani, Y:Neural decoding of visual imagery during sleep. Science 340(6132):639-642, 2013
12) Horikawa T, Kamitani Y:Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun 8:15037, 2017doi:10.1038/ncomms15037
13) Huth AG, Lee T, Nishimoto S, Bilenko NY, Vu AT, Gallant JL:Decoding the semantic content of natural movies from human brain activity. Front Syst Neurosci 10:,2016 doi:10.3389/fnsys.2016.00081
14) Isik L, Singer J, Madsen JR, Kanwisher N, Kreiman G:What is changing when;decoding visual information in movies from human intracranial recordings. Neuroimage 180(Pt A):147-159, 2018
15) Kamitani Y, Tong F:Decoding the visual and subjective contents of the human brain. Nat Neurosci 8:679-685, 2005
16) Kamitani Y, Tong F:Decoding seen and attended motion directions from activity in the human visual cortex. Curr Biol 16:, 1096-1102, 2006
17) Kay KN, Naselaris T, Prenger RJ, Gallant JL:Identifying natural images from human brain activity. Nature 452(7185):352-355, 2008
18) Kivisaari SL, van Vliet M, Hultén A, Lindh-Knuutila T, Faisal A, Salmelin R:Reconstructing meaning from bits of information. Nat Commun 10:1-11, 2019
19) Kragel PA, Knodt AR, Hariri AR, LaBar KS:Decoding spontaneous emotional states in the human brain. PLoS Biol 14:e2000106, 2016 doi:10.1371/journal.pbio.2000106
20) Liu H, Agam Y, Madsen JR, Kreiman G:Timing, timing, timing;fast decoding of object information from intracranial field potentials in human visual cortex. Neuron 62:281-290, 2009
21) Mitchell TM, Shinkareva SV, Carlson A, Chang KM, Malave VL, Mason RA, Just MA:Predicting human brain activity associated with the meanings of nouns. Science 320(5880):1191-1195, 2008
22) Miyawaki Y, Uchida H, Yamashita O, Sato MA, Morito Y, Tanabe HC, Sadato N, Kamitani Y:Visual image reconstruction from human brain activity using a combination of multiscale local image decoders. Neuron 60:915-929, 2008
23) Nakai T, Koide-Majima N, Nishimoto S:Encoding and decoding of music-genre representations in the human brain. Proceedings of 2018 IEEE International Conference on Systems, Man, and Cybernetics(SMC), Miyazaki, 2018, pp.584-589
24) Nakai T, Nishimoto S:Quantitative models reveal the organization of diverse cognitive functions in the brain. Nat Commun 11:1142, 2020
25) Naselaris T, Kay KN, Nishimoto S, Gallant JL:Encoding and decoding in fMRI. Neuroimage 56:400-410, 2011
26) Naselaris T, Olman CA, Stansbury DE, Ugurbil K, Gallant JL:A voxel-wise encoding model for early visual areas decodes mental images of remembered scenes. Neuroimage 105:215-228, 2015
27) Naselaris T, Prenger RJ, Kay KN, Oliver M, Gallant JL:Bayesian reconstruction of natural images from human brain activity. Neuron 63:902-915, 2009
28) Nishida S, Nishimoto S:Decoding naturalistic experiences from human brain activity via distributed representations of words. Neuroimage 180:232-242, 2018
29) Nishimoto S, Vu AT, Naselaris T, Benjamini Y, Yu B, Gallant JL:Reconstructing visual experiences from brain activity evoked by natural movies. Curr Biol 21:1641-1646, 2011
30) O' Connell TP, Chun MM:Predicting eye movement patterns from fMRI responses to natural scenes. Nat Commun 9:5159, 2018
31) Pasley BN, David SV, Mesgarani N, Flinker A, Shamma SA, Crone NE, Knight RT, Chang EF:Reconstructing speech from human auditory cortex. PLoS Biol 10:e1001251, 2012 doi:10.1371/journal.pbio.1001251
32) Pereira F, Detre G, Botvinick M:Generating text from functional brain images. Front Hum Neurosci 5:72, 2011 doi:10.3389/fnhum.2011.00072
33) Pereira F, Lou B, Pritchett B, Ritter S, Gershman SJ, Kanwisher N, Botvinick M, Fedorenko E:Toward a universal decoder of linguistic meaning from brain activation. Nat Commun 9:963, 2018 doi:10.1038/s41467-018-03068-4
34) Poldrack RA:Inferring mental states from neuroimaging data;from reverse inference to large-scale decoding. Neuron 72:692-697, 2011
35) Qu LP, Kahnt T, Cole SM, Gottfried JA:De novo emergence of odor category representations in the human brain. J Neurosci 36:468-478, 2016
36) Santoro R, Moerel M, De Martino F, Valente G, Ugurbil K, Yacoub E, Formisano E:Reconstructing the spectrotemporal modulations of real-life sounds from fMRI response patterns. P NAS 114:4799-4804, 2017.
37) Schoenmakers S, Barth M, Heskes T, van Gerven M:Linear reconstruction of perceived images from human brain activity. Neuroimage 83:951-961, 2013
38) Seeliger K, Güçlü U, Ambrogioni L, Güçlütürk Y, van Gerven MAJ:Generative adversarial networks for reconstructing natural images from brain activity. Neuroimage 181:775-785, 2018
39) Shen G, Horikawa T, Majima K, Kamitani Y:Deep image reconstruction from human brain activity. PLoS Comput Biol 15:e1006633, 2019 doi:10.1371/journal.pcbi.1006633
40) Soon CS, Brass M, Heinze HJ, Haynes JD:Unconscious determinants of free decisions in the human brain. Nat Neurosci 11:543-545, 2008
41) Staeren N, Renvall H, De Martino F, Goebel R, Formisano E:Sound categories are represented as distributed patterns in the human auditory cortex. Curr Biol 19:498-502, 2009
42) Stansbury DE, Naselaris T, Gallant JL:Natural scene statistics account for the representation of scene categories in human visual cortex. Neuron 79:1025-1034, 2013
43) Thirion B, Duchesnay E, Hubbard E, Dubois J, Poline JB, Lebihan D, Dehaene S:Inverse retinotopy;inferring the visual content of images from brain activation patterns. Neuroimage 33:1104-1116, 2006
44) Toiviainen P, Alluri V, Brattico E, Wallentin M, Vuust P:Capturing the musical brain with Lasso;dynamic decoding of musical features from fMRI data. Neuroimage 88:170-180, 2014
45) Varoquaux G, Schwartz Y, Poldrack RA, Gauthier B, Bzdok D, Poline JB, Thirion B:Atlases of cognition with large-scale human brain mapping. PLoS Comput Biol 14:e1006565, 2018
46) Vetter P, Smith FW, Muckli L:Decoding sound and imagery content in early visual cortex. Curr Biol 24:1256-1262, 2014
47) Yarkoni T, Poldrack RA, Nichols TE, Van Essen DC, Wager TD:Large-scale automated synthesis of human functional neuroimaging data. Nat Methods 8:665-670, 2011