Reconstructing Speech from Human Auditory Cortex
- Publication Date
- January 31, 2012
- Journal
- PLOS Biology
- Authors
- Brian N. Pasley, Stephen V. David, Nima Mesgarani, Adeen Flinker, et al
- Volume
- 10
- Issue
- 1
- Pages
- e1001251
- DOI
- https://dx.plos.org/10.1371/journal.pbio.1001251
- Publisher URL
- http://journals.plos.org/plosbiology/article?id=10.1371%2Fjournal.pbio.1001251
- PubMed
- http://www.ncbi.nlm.nih.gov/pubmed/22303281
- PubMed Central
- http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3269422
- Europe PMC
- http://europepmc.org/abstract/MED/22303281
- Web of Science
- 000300420400020
- Scopus
- 84856467482
- Mendeley
- http://www.mendeley.com/research/reconstructing-speech-human-auditory-cortex
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Mendeley | Further Information
{"title"=>"Reconstructing speech from human auditory cortex", "type"=>"journal", "authors"=>[{"first_name"=>"Brian N.", "last_name"=>"Pasley", "scopus_author_id"=>"16304884000"}, {"first_name"=>"Stephen V.", "last_name"=>"David", "scopus_author_id"=>"7202343031"}, {"first_name"=>"Nima", "last_name"=>"Mesgarani", "scopus_author_id"=>"6506615965"}, {"first_name"=>"Adeen", "last_name"=>"Flinker", "scopus_author_id"=>"21738953000"}, {"first_name"=>"Shihab A.", "last_name"=>"Shamma", "scopus_author_id"=>"7003607180"}, {"first_name"=>"Nathan E.", "last_name"=>"Crone", "scopus_author_id"=>"6603727775"}, {"first_name"=>"Robert T.", "last_name"=>"Knight", "scopus_author_id"=>"7402457990"}, {"first_name"=>"Edward F.", "last_name"=>"Chang", "scopus_author_id"=>"7401837635"}], "year"=>2012, "source"=>"PLoS Biology", "identifiers"=>{"scopus"=>"2-s2.0-84856467482", "doi"=>"10.1371/journal.pbio.1001251", "sgr"=>"84856467482", "isbn"=>"1545-7885", "pmid"=>"22303281", "issn"=>"15449173", "pui"=>"364181030"}, "id"=>"6003e8a5-a1c7-3ef1-83a3-f764ef33c56c", "abstract"=>"How the human auditory system extracts perceptually relevant acoustic features of speech is unknown. To address this question, we used intracranial recordings from nonprimary auditory cortex in the human superior temporal gyrus to determine what acoustic information in speech sounds can be reconstructed from population neural activity. We found that slow and intermediate temporal fluctuations, such as those corresponding to syllable rate, were accurately reconstructed using a linear model based on the auditory spectrogram. However, reconstruction of fast temporal fluctuations, such as syllable onsets and offsets, required a nonlinear sound representation based on temporal modulation energy. Reconstruction accuracy was highest within the range of spectro-temporal fluctuations that have been found to be critical for speech intelligibility. The decoded speech representations allowed readout and identification of individual words directly from brain activity during single trial sound presentations. 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- http://doi.org/10.1016/j.jneumeth.2015.11.028
- http://doi.org/10.1371/journal.pone.0166872
- http://doi.org/10.1371/journal.pbio.1001752
- http://doi.org/10.1016/j.specom.2015.01.003
- http://doi.org/10.1038/nature11020
- http://doi.org/10.3389/fnins.2015.00217
- http://doi.org/10.1016/j.neuroimage.2018.11.049
- http://doi.org/10.1016/j.cub.2018.04.033
- http://doi.org/10.1016/j.neuroimage.2017.10.011
- http://doi.org/10.1044/2018_JSLHR-H-18-0045
- http://doi.org/10.1016/j.neuroimage.2014.04.045
- http://doi.org/10.1146/annurev-neuro-072116-031215
- http://doi.org/10.1088/1741-2552/ab0c59
- http://doi.org/10.1038/s41586-019-1119-1
- http://doi.org/10.1093/cercor/bht127
- http://doi.org/10.3389/fnins.2019.01267
- http://doi.org/10.1016/j.cub.2015.08.030
- http://doi.org/10.1016/j.neucom.2018.10.080
- http://doi.org/10.1016/j.cub.2019.04.067
- http://doi.org/10.1109/JSSC.2014.2364824
- http://doi.org/10.3389/fnhum.2016.00154
- http://doi.org/10.1016/j.conb.2014.01.011
- http://doi.org/10.1038/nn.4186
- http://doi.org/10.3389/fnsys.2017.00061
- http://doi.org/10.1016/j.neuroimage.2015.09.048
- http://doi.org/10.1097/PR9.0000000000000751
- http://doi.org/10.1016/j.jphysparis.2017.07.002
- http://doi.org/10.1016/j.neubiorev.2013.01.013
- http://doi.org/10.1152/jn.01026.2012
- http://doi.org/10.1038/s41467-019-10611-4
- http://doi.org/10.1073/pnas.1617622114
- http://doi.org/10.3389/fnins.2015.00347
- http://doi.org/10.1121/1.4962374
- http://doi.org/10.1080/23273798.2018.1531140
- http://doi.org/10.1016/j.neuroimage.2017.06.038
- http://doi.org/10.1111/nyas.13317
- http://doi.org/10.1371/journal.pone.0183914
- http://doi.org/10.1016/j.neuroimage.2013.12.020
- http://doi.org/10.1016/j.bandl.2015.03.003
- http://doi.org/10.3389/fnins.2018.00531
- http://doi.org/10.1016/j.neuron.2015.12.041
- http://doi.org/10.1146/annurev-neuro-062012-170325
- http://doi.org/10.1038/s41562-019-0648-9
- http://doi.org/10.1111/nyas.12993
- http://doi.org/10.1177/2059799117703119
- http://doi.org/10.1109/TASLP.2017.2752365
- http://doi.org/10.1038/nrn3731
- http://doi.org/10.1177/1357034X15623363
- http://doi.org/10.1038/srep25803
- http://doi.org/10.1016/j.heares.2013.07.015
- http://doi.org/10.3389/fnins.2014.00173
- http://doi.org/10.1038/s41467-019-10365-z
- http://doi.org/10.1002/hbm.23834
- http://doi.org/10.2528/PIER15011404
- http://doi.org/10.1088/1741-2552/aab290
- http://doi.org/10.1109/TNSRE.2017.2712419
- http://doi.org/10.3389/fnsys.2018.00056
- http://doi.org/10.1038/s41598-018-37359-z
- http://doi.org/10.1016/j.neuroimage.2019.116211
- http://doi.org/10.1371/journal.pbio.1001710
- http://doi.org/10.1371/journal.pone.0172454
- http://doi.org/10.1080/23273798.2016.1272703
- http://doi.org/10.1002/dev.21818
- http://doi.org/10.1073/pnas.1710752114
- http://doi.org/10.1007/s10162-018-0654-z
- http://doi.org/10.3389/fnsys.2017.00004
- http://doi.org/10.1111/lnc3.12252
- http://doi.org/10.1016/j.heares.2014.07.009
- http://doi.org/10.1016/j.jneumeth.2015.02.009
- http://doi.org/10.1038/ncomms13654
- http://doi.org/10.1016/j.jphysparis.2013.05.005
- http://doi.org/10.1016/j.conb.2018.04.002
- http://doi.org/10.1371/journal.pcbi.1003412
- http://doi.org/10.1016/j.concog.2019.102809
- http://doi.org/10.1080/23273798.2016.1238495
- http://doi.org/10.1038/s41593-018-0108-2
- http://doi.org/10.1088/1741-2560/13/5/056014
- http://doi.org/10.1007/s00429-016-1348-0
- http://doi.org/10.1016/j.heares.2017.12.021
- http://doi.org/10.3389/fnhum.2015.00097
- http://doi.org/10.1016/j.jneumeth.2018.10.034
- http://doi.org/10.1016/j.neuroimage.2012.04.022
- http://doi.org/10.1088/1741-2560/12/4/046007
- http://doi.org/10.3389/fnins.2016.00349
- http://doi.org/10.1016/j.neuroimage.2017.04.026
- http://doi.org/10.1371/journal.pone.0065432
- http://doi.org/10.1016/j.tics.2018.09.002
- http://doi.org/10.1163/22134808-00002462
- http://doi.org/10.1016/j.bspc.2017.08.008
- http://doi.org/10.1093/cercor/bhx277
- http://doi.org/10.1121/1.4960544
- http://doi.org/10.1093/cercor/bhz180
- http://doi.org/10.1073/pnas.1205381109
- http://doi.org/10.1002/lio2.73
- http://doi.org/10.1088/1741-2552/aae0a6
- http://doi.org/10.1371/journal.pbio.2005127
- http://doi.org/10.1038/s41562-019-0548-z
- http://doi.org/10.1371/journal.pone.0087056
- http://doi.org/10.1016/j.neuron.2012.07.008
- http://doi.org/10.1016/j.neuroimage.2013.07.006
- http://doi.org/10.1016/j.neuroimage.2016.12.074
- http://doi.org/10.1016/j.neuroimage.2013.04.093
- http://doi.org/10.1371/journal.pone.0090594
- http://doi.org/10.1016/j.specom.2016.09.003
- http://doi.org/10.1093/cercor/bht355
- http://doi.org/10.3389/fnhum.2017.00034
- http://doi.org/10.1016/j.neuroimage.2017.05.037
- http://doi.org/10.1126/scitranslmed.3007303
- http://doi.org/10.1016/j.neuroimage.2017.04.008
- http://doi.org/10.1109/RBME.2012.2228515
- http://doi.org/10.1109/TASLP.2015.2481179
- http://doi.org/10.1038/ncomms1995
- http://doi.org/10.1016/j.conb.2015.03.015
- http://doi.org/10.1016/j.bandl.2016.06.003
- http://doi.org/10.1016/j.pneurobio.2012.06.008
- http://doi.org/10.1016/j.bspc.2019.101730
- http://doi.org/10.1002/wcs.1211
- http://doi.org/10.1016/j.neuroimage.2016.11.058
- http://doi.org/10.1016/j.concog.2018.04.007
- http://doi.org/10.3389/fnins.2014.00431
- http://doi.org/10.1093/cercor/bhs314
- http://doi.org/10.1371/journal.pone.0078607
- http://doi.org/10.1038/srep03407
- http://doi.org/10.1080/23273798.2017.1283428
- http://doi.org/10.1016/j.bandl.2018.05.004
- http://doi.org/10.1080/25742442.2018.1545106
- http://doi.org/10.1088/1741-2560/13/5/056004
- http://doi.org/10.3389/fnins.2014.00132
- http://doi.org/10.1111/ejn.13164
- http://doi.org/10.3389/fncom.2015.00005
- http://doi.org/10.1073/pnas.1418162112
- http://doi.org/10.1088/1741-2560/12/5/056008
- http://doi.org/10.3389/fnins.2018.00422
- http://doi.org/10.3171/2017.5.FOCUS17244
- http://doi.org/10.1152/jn.00521.2017
- http://doi.org/10.4000/edso.979
- http://doi.org/10.1016/j.tins.2015.09.001
- http://doi.org/10.1152/jn.00230.2013
- http://doi.org/10.35774/pis2017.02.093
- http://doi.org/10.1371/journal.pcbi.1004304
- http://doi.org/10.1016/j.tics.2014.05.001
- http://doi.org/10.3389/fnins.2016.00254
- http://doi.org/10.1152/jn.00074.2016
- http://doi.org/10.1016/j.neuroimage.2018.03.072
- http://doi.org/10.1016/j.tics.2015.01.002
- http://doi.org/10.3389/fnhum.2014.00311
- http://doi.org/10.1016/j.bandl.2018.06.006
- http://doi.org/10.1016/j.ijpsycho.2014.03.006
- http://doi.org/10.1016/j.heares.2013.08.007
- http://doi.org/10.3389/fnhum.2014.00798
- http://doi.org/10.1016/j.neuroimage.2012.12.069
- http://doi.org/10.1371/journal.pcbi.1003219
- http://doi.org/10.3389/fnins.2016.00429
- http://doi.org/10.1016/j.neuroimage.2012.12.059
- http://doi.org/10.1016/j.neuroimage.2014.07.046
- http://doi.org/10.3389/fnhum.2016.00604
- http://doi.org/10.1088/1741-2560/10/1/016010
- http://doi.org/10.1016/j.neuroimage.2013.06.084
- http://doi.org/10.1016/j.concog.2017.07.003
- http://doi.org/10.14814/phy2.13512
- http://doi.org/10.1016/j.neuroimage.2018.01.033
- http://doi.org/10.1109/TBME.2014.2298897
- http://doi.org/10.1152/jn.00179.2013
- http://doi.org/10.1152/jn.00652.2015
- http://doi.org/10.1371/journal.pcbi.1003724
- http://doi.org/10.1113/jphysiol.2014.274886
- http://doi.org/10.1016/j.heares.2013.05.005
- http://doi.org/10.3109/14992027.2015.1128570
- http://doi.org/10.1109/TBME.2016.2587382
- http://doi.org/10.1109/MCSE.2012.79
- http://doi.org/10.1016/j.nbd.2015.07.015
- http://doi.org/10.1080/2326263X.2015.1063363
- http://doi.org/10.1121/1.5091776
- http://doi.org/10.1038/s41467-019-10994-4
- http://doi.org/10.1016/j.specom.2019.09.003
- http://doi.org/10.1093/brain/awx286
- http://doi.org/10.1097/AUD.0000000000000258
- http://doi.org/10.3389/fnhum.2017.00407
- http://doi.org/10.1016/j.neuroimage.2018.05.072
- http://doi.org/10.1162/jocn_a_00719
- http://doi.org/10.3389/fphys.2014.00140
- http://doi.org/10.1088/1741-2552/aaee9c
- http://doi.org/10.1016/j.neubiorev.2019.11.002
- http://doi.org/10.1016/j.heares.2016.02.005
- http://doi.org/10.1016/j.heares.2016.01.005
- http://doi.org/10.1016/j.neuroimage.2015.05.001
- http://doi.org/10.1016/j.neuron.2012.12.037
- http://doi.org/10.7554/eLife.06213
- http://doi.org/10.1044/2017_JSLHR-H-17-0080
- http://doi.org/10.3389/fnins.2016.00183
- http://doi.org/10.12688/f1000research.15580.1
- http://doi.org/10.1088/1741-2552/aaab6f
- http://doi.org/10.1016/j.neuroscience.2013.11.030
- http://doi.org/10.1088/1741-2552/ab4340
- http://doi.org/10.1140/epjnbp15
- http://doi.org/10.3389/fnins.2019.00153
- http://doi.org/10.1016/j.neubiorev.2017.12.002
- http://doi.org/10.1109/TBME.2016.2628884
- http://doi.org/10.1016/j.neunet.2019.05.017
- http://doi.org/10.3389/fpsyg.2018.01017
- http://doi.org/10.1016/j.neuroimage.2016.09.040
- http://doi.org/10.3934/Neuroscience.2018.2.97
- http://doi.org/10.1002/hbm.24757
- http://doi.org/10.1038/nature.2012.9945
- http://doi.org/10.1371/journal.pone.0073148
- http://doi.org/10.3389/fpsyg.2014.00236
PubMed Central
- 3406818
- 4330766
- 3825667
- 3876971
- 4229334
- 3376242
- 3412364
- 3580011
- 3602219
- 3818289
- 3859728
- 4005607
- 4430839
- 3870007
- 3891478
- 3898816
- 3980670
- 3981867
- 4776341
- 4043958
- 4065821
- 4149812
- 4194271
- 4424044
- 4445934
- 3772045
- 3879146
- 4125038
- 4489022
- 3681779
- 3762867
- 3797841
- 3925079
- 3938766
- 3969307
- 4379382
- 4758824
- 3680812
- 3763088
- 4137255
- 3905471
- 3587797
- 4036061
- 4056309
- 4195312
- 4338752
- 4322714
- 4034498
- 4043152
- 4078912
- 4292555
- 4464168
- 4602092
- 3888366
- 4162511
- 3997027
- 3960950
- 3847701
- 4480273
- 3965789
- 4420784
- 4596011
Scopus | Further Information
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- {"referral"=>"http://www.belfasttelegraph.co.uk/news/world-news/scientists-make-telepathy-breakthrough-28709831.html", "language"=>"", "title"=>"Scientists make telepathy breakthrough", "type"=>"News", "publication"=>"Belfast Telegraph", "published_on"=>"2012-01-09T00:00:00.000Z", "link_state"=>"APPROVED"}
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- {"referral"=>"http://theconversation.com/reading-your-mind-scientists-closer-to-transcribing-thoughts-5088", "language"=>"", "title"=>"Reading your mind: scientists closer to transcribing thoughts", "type"=>"News", "publication"=>"The Conversation", "published_on"=>"2012-01-31T00:00:00.000Z", "link_state"=>"APPROVED"}
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- {"referral"=>"http://blogs.plos.org/neuro/?p=18073", "language"=>"English", "title"=>"What If We Could Record And Rewind Our Thoughts? Neurotechnology And The Foreseeable Future, By Aaron Sathyanesan | PLOS Neuroscience Community", "type"=>"Blog", "publication"=>"PLOS Neuroscience Community", "published_on"=>"", "link_state"=>"APPROVED"}
- {"referral"=>"http://blogs.plos.org/neuro/?p=419", "language"=>"English", "title"=>"Neuro Community Podcast: Robert Knight And Brian Pasley On Their Breakthrough Auditory Cortex Paper | PLOS Neuroscience Community", "type"=>"Blog", "publication"=>"PLOS Neuroscience Community", "published_on"=>"", "link_state"=>"APPROVED"}
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Journal Comments | Further Information
- {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/a11b0871-3fc0-4ec9-ab51-85a81c607970", "title"=>"Accompanying Podcast", "body"=>"If you'd like to hear an interview with the authors about this article, please visit PLoS Podcasts: http://blogs.plos.org/plospodcasts/2012/01/31/plos-biology-podcast-episode-02-decoding-speech-from-the-human-brain/", "isRemoved"=>false, "created"=>"2012-01-31T22:21:10Z", "lastModified"=>"2012-01-31T22:21:10Z", "creator"=>{"userId"=>"167241"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>true, "body"=>"I am an editor at PLoS Biology, and I produce the PLoS Podcasts"}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2012-01-31T22:21:10Z", "replies"=>[]}
- {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/ce795460-1feb-41b6-8978-54534dbfb87a", "title"=>"A layman's question about your work.", "body"=>"Dear Brian and other authors,\n\nThank you for making your work accessible. Your results are striking and I hope your work may lead on to great practical benefits. \n\nI do have a question: I notice that you say \"the human brain has evolved computational mechanisms that decode highly variable acoustic inputs into meaningful elements of language such as phonemes and words\". \n\nI wonder, in what sense are these mechanisms computational, and how is it known that they are computational? ", "isRemoved"=>false, "created"=>"2012-02-01T00:04:53Z", "lastModified"=>"2012-02-01T00:04:53Z", "creator"=>{"userId"=>"143751"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2012-02-01T00:04:53Z", "replies"=>[]}
- {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/3590b4af-4996-4de0-8126-be4880be3c88", "title"=>"Good news )", "body"=>"Also will be fine, if u make device for primates, and other animals", "isRemoved"=>false, "created"=>"2012-02-01T06:24:32Z", "lastModified"=>"2012-02-01T06:24:32Z", "creator"=>{"userId"=>"3829"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2012-02-01T06:24:32Z", "replies"=>[]}
- {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/3f8acc2a-997b-4105-b476-27b5510f212f", "title"=>"Dr Lawrence Pinneo's earlier similar research", "body"=>"http://www.slavery.org.uk/pinneo1.htm\n\nSee also the literature review papers of John McMurtrey at:\n\nhttp://www.slavery.org.uk/science.htm\n\nespecially\n\nhttp://www.slavery.org.uk/ThoughtReadingCapacity.htm\n\nand\n\nhttp://www.slavery.org.uk/PhysiologicWordRecognition.htm", "isRemoved"=>false, "created"=>"2012-02-02T22:35:41Z", "lastModified"=>"2012-02-02T22:35:41Z", "creator"=>{"userId"=>"52381"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2012-02-02T22:35:41Z", "replies"=>[]}
- {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/17ebda8a-5851-4639-8137-bdd1c6866c08", "title"=>"Incorrect references for the supporting information?", "body"=>"References for the supporting information seem to be incorrect or missing.", "isRemoved"=>false, "created"=>"2015-11-10T07:30:25Z", "lastModified"=>"2015-11-10T07:30:25Z", "creator"=>{"userId"=>"490650"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>1, "mostRecentActivity"=>"2015-11-10T12:55:03Z", "replies"=>[{"type"=>"REPLY", "parentID"=>87552, "annotationUri"=>"info:doi/10.1371/reply/6f31299c-6810-4b21-adce-14f937f2201b", "title"=>"RE: Incorrect references for the supporting information?", "body"=>"Thank you for your feedback. We have addressed this issue in a Publisher's Note, which can be found in the Comments section of this article. ", "isRemoved"=>false, "created"=>"2015-11-10T12:55:03Z", "lastModified"=>"2015-11-10T12:55:03Z", "creator"=>{"userId"=>"139531"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2015-11-10T12:55:03Z", "replies"=>[]}]}
- {"type"=>"COMMENT", "annotationUri"=>"info:doi/10.1371/annotation/f8069176-ea91-4553-91c5-b1616e2131ae", "title"=>"Publisher’s Note", "body"=>"The citations in the Supporting Figure legends ([1-11]) incorrectly link to the main reference list. However, the correct references for these citations can be found in Text S1 – Supporting Information References.", "isRemoved"=>false, "created"=>"2015-11-10T12:53:29Z", "lastModified"=>"2015-11-10T12:53:29Z", "creator"=>{"userId"=>"139531"}, "highlightedText"=>"", "competingInterestStatement"=>{"creatorWasPrompted"=>true, "hasCompetingInterests"=>false}, "parentArticle"=>{"doi"=>"info:doi/10.1371/journal.pbio.1001251", "state"=>"published", "journals"=>{"PLoSBiology"=>{"journalKey"=>"PLoSBiology", "eIssn"=>"1545-7885", "title"=>"PLOS Biology"}}}, "replyTreeSize"=>0, "mostRecentActivity"=>"2015-11-10T12:53:29Z", "replies"=>[]}
- {"id"=>"1004974501208027141", "text"=>"https://t.co/cT3o1Kp1ll", "created_at"=>"2018-06-08T06:32:47Z", "user"=>"dr_seshasai", "user_name"=>"Dr.seshasai", "user_profile_image"=>"http://pbs.twimg.com/profile_images/991478179310198785/uOPVXYKU_normal.jpg"}
- {"id"=>"1031497780064206851", "text"=>"https://t.co/95g3o9Fvjl", "created_at"=>"2018-08-20T11:06:49Z", "user"=>"mitdue", "user_name"=>"??????", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1028226381413474305/IsHt9BTz_normal.jpg"}
- {"id"=>"211424540432146432", "text"=>"#PLoS: Reconstructing Speech from Human Auditory Cortex http://t.co/HAoapieQ", "created_at"=>"2012-06-09T11:48:33Z", "user"=>"mindbound", "user_name"=>"Noetic Jun", "user_profile_image"=>"http://a0.twimg.com/profile_images/1397037158/242393_223998157627784_100000528037817_853999_7100140_o_normal.jpg"}
- {"id"=>"215811754440142848", "text"=>"[Article] http://t.co/an8k4O0s\n\n[quote] Neuroscientists... http://t.co/evDK4WQk", "created_at"=>"2012-06-21T14:21:46Z", "user"=>"osmehta", "user_name"=>"Ojas Mehta", "user_profile_image"=>"http://a0.twimg.com/profile_images/1467135377/sml.1Q-JtvDZCaw_003457991_normal.jpg"}
- {"id"=>"238252917830844417", "text"=>"Musical Melody and Speech Intonation: Singing a Different Tune 07|31|12…**\nhttp://t.co/Uat3lv7X // related article: ** http://t.co/TVV15pJR", "created_at"=>"2012-08-22T12:34:56Z", "user"=>"arkhangellohim", "user_name"=>"Gabriel Trujillo ", "user_profile_image"=>"http://a0.twimg.com/profile_images/1496264977/gabohhh_normal.jpg"}
- {"id"=>"278568115669987328", "text"=>"I want to do this, but without the brain surgery. Reckon I could get it going with an eeg machine? http://t.co/J31vE9T8", "created_at"=>"2012-12-11T18:33:08Z", "user"=>"hughrawlinson", "user_name"=>"Hugh Rawlinson", "user_profile_image"=>"http://a0.twimg.com/profile_images/1111785580/50104_1123363239_4238_q_normal.jpg"}
- {"id"=>"282991957758857216", "text"=>"PLOS Biology: Reconstructing Speech from Human Auditory Cortex http://t.co/r0UBNnmP", "created_at"=>"2012-12-23T23:31:55Z", "user"=>"junyamadera", "user_name"=>"jun yamadera", "user_profile_image"=>"http://a0.twimg.com/profile_images/700452796/20241_1376028762146_1274660310_1113828_2612681_n_normal.jpg"}
- {"id"=>"308400294490943491", "text"=>"#research From #brain #waves 2 words. (We can also try the reverse situation...). http://t.co/psiVjmWxMQ", "created_at"=>"2013-03-04T02:15:34Z", "user"=>"claufresearch", "user_name"=>"Claudia de Bauer", "user_profile_image"=>"http://a0.twimg.com/profile_images/1712152998/CF_ARI_normal.jpg"}
- {"id"=>"320762824097935360", "text"=>"ありますよ。たとえば http://t.co/BP28lUVIkt RT @ichipoohmt: 実際、脳信号から脳信号からの音情報のデコーディングの研究ってあるのかなあ。", "created_at"=>"2013-04-07T04:59:51Z", "user"=>"ykamit", "user_name"=>"神谷之康 / Y. Kamitani", "user_profile_image"=>"http://a0.twimg.com/profile_images/2852228073/b1ed9b7bfb0e146d959b8fad8896eab3_normal.png"}
- {"id"=>"320789749797363712", "text"=>"おお。でもこれは頭蓋内記録ですね。MRIでの実験てのもあるんでしょうね。 RT: @ykamit: ありますよ。たとえば http://t.co/619r2WZm0y RT @ichipoohmt: 実際、脳信号から脳信号からの音情報のデコーディングの研究ってあるのかなあ。", "created_at"=>"2013-04-07T06:46:50Z", "user"=>"ichipoohmt", "user_name"=>"ichipoohmt (bot)", "user_profile_image"=>"http://a0.twimg.com/profile_images/3406259379/f12da2c1a69b84542443b562bdfdfbac_normal.jpeg"}
- {"id"=>"320790366704001025", "text"=>"脳内ヘビロテの再構成はまだまだ先なのかなあ。。。 RT: @ykamit: ありますよ。たとえば http://t.co/619r2WZm0y RT @ichipoohmt: 実際、脳信号から脳信号からの音情報のデコーディングの研究ってあるのかなあ。", "created_at"=>"2013-04-07T06:49:18Z", "user"=>"ichipoohmt", "user_name"=>"ichipoohmt (bot)", "user_profile_image"=>"http://a0.twimg.com/profile_images/3406259379/f12da2c1a69b84542443b562bdfdfbac_normal.jpeg"}
- {"id"=>"320790390145957888", "text"=>"RT @ykamit: ありますよ。たとえば http://t.co/BP28lUVIkt RT @ichipoohmt: 実際、脳信号から脳信号からの音情報のデコーディングの研究ってあるのかなあ。", "created_at"=>"2013-04-07T06:49:23Z", "user"=>"ichipoohmt", "user_name"=>"ichipoohmt (bot)", "user_profile_image"=>"http://a0.twimg.com/profile_images/3406259379/f12da2c1a69b84542443b562bdfdfbac_normal.jpeg"}
- {"id"=>"320799580679704576", "text"=>"RT @ykamit: ありますよ。たとえば http://t.co/BP28lUVIkt RT @ichipoohmt: 実際、脳信号から脳信号からの音情報のデコーディングの研究ってあるのかなあ。", "created_at"=>"2013-04-07T07:25:54Z", "user"=>"terashimahiroki", "user_name"=>"teratti", "user_profile_image"=>"http://a0.twimg.com/profile_images/1124244338/hterashima_aa_256x256_normal.png"}
- {"id"=>"320860256047603713", "text"=>"RT @ykamit: ありますよ。たとえば http://t.co/BP28lUVIkt RT @ichipoohmt: 実際、脳信号から脳信号からの音情報のデコーディングの研究ってあるのかなあ。", "created_at"=>"2013-04-07T11:27:00Z", "user"=>"Takeshi_Ken", "user_name"=>"Y", "user_profile_image"=>"http://a0.twimg.com/profile_images/2497704717/3dnemunoplgxjq4dj2jm_normal.jpeg"}
- {"id"=>"327430877200134144", "text"=>"Finally I've found what i've been looking for!!\n#PLOSBiology: Reconstructing Speech from Human Auditory Cortex http://t.co/67gk5IsfZg", "created_at"=>"2013-04-25T14:36:19Z", "user"=>"karthikeyankc", "user_name"=>"Karthikeyan", "user_profile_image"=>"http://a0.twimg.com/profile_images/3401058269/f4a4d7085f2664c056effedc6d953356_normal.png"}
- {"id"=>"353786735177637888", "text"=>"@francoispachet 1) ce modèle est suffisamment proche de la biologie pour faire ça: http://t.co/vR3TXGWYu7", "created_at"=>"2013-07-07T08:05:05Z", "user"=>"jjtokyo", "user_name"=>"jjtokyo", "user_profile_image"=>"http://a0.twimg.com/profile_images/68605721/Background_normal.jpg"}
- {"id"=>"362627535713992704", "text"=>"07-16-13 2pm @ Barton B26 on ECOG, http://t.co/SlKeACzTVG, http://t.co/dnjrc0tnFT #ECOG", "created_at"=>"2013-07-31T17:35:16Z", "user"=>"BCAPJournalClub", "user_name"=>"BCAP Journal Club", "user_profile_image"=>"http://a0.twimg.com/profile_images/378800000220776379/b341ef7f5e5680c274c9ae8027a6a99b_normal.jpeg"}
- {"id"=>"429332037972271104", "text"=>"PLOS Biology: Reconstructing Speech from Human Auditory Cortex http://t.co/O8RiG8V5r9", "created_at"=>"2014-01-31T19:15:09Z", "user"=>"tanzmax", "user_name"=>"massimiliano tanzini", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000062519998/b027e3af0c0b29b9a46e547ebfe64e55_normal.jpeg"}
- {"id"=>"429332044024676352", "text"=>"PLOS Biology: Reconstructing Speech from Human Auditory Cortex http://t.co/SEqZgluSN5", "created_at"=>"2014-01-31T19:15:10Z", "user"=>"tanzmax", "user_name"=>"massimiliano tanzini", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000062519998/b027e3af0c0b29b9a46e547ebfe64e55_normal.jpeg"}
- {"id"=>"444199735071887360", "text"=>"PLOS Biology: Reconstructing Speech from Human Auditory Cortex http://t.co/sk52IWVxif", "created_at"=>"2014-03-13T19:54:04Z", "user"=>"junyamadera", "user_name"=>"jun yamadera", "user_profile_image"=>"http://pbs.twimg.com/profile_images/437867907867893760/ks1lcFvy_normal.jpeg"}
- {"id"=>"478152763520479233", "text"=>"#PLOSBiology: Reconstructing Speech from Human Auditory Cortex http://t.co/fq2K4s0HpW", "created_at"=>"2014-06-15T12:31:17Z", "user"=>"khsfrst", "user_name"=>"robin meier", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1090501671/image_normal.jpg"}
- {"id"=>"527811949296615424", "text"=>"http://t.co/C1Ap4HOfdA - mind blowing...", "created_at"=>"2014-10-30T13:19:09Z", "user"=>"SorenStirling", "user_name"=>"Soren C Stirling", "user_profile_image"=>"http://pbs.twimg.com/profile_images/513308164926607362/T9yWJ_G5_normal.jpeg"}
- {"id"=>"527949732308873216", "text"=>"PLOS Biology: Reconstructing Speech from Human Auditory Cortex http://t.co/fBS4duv5kB #different #news", "created_at"=>"2014-10-30T22:26:39Z", "user"=>"colocofg", "user_name"=>"Cole", "user_profile_image"=>"http://pbs.twimg.com/profile_images/483529495047966721/gzCmTKvp_normal.jpeg"}
- {"id"=>"528155281448919040", "text"=>"#PLOSBiology: Reconstructing Speech from Human Auditory Cortex http://t.co/SjG2RqygPP", "created_at"=>"2014-10-31T12:03:26Z", "user"=>"glialfire", "user_name"=>"Sebastian Kahl", "user_profile_image"=>"http://pbs.twimg.com/profile_images/479377455795277824/_C87ZWKy_normal.jpeg"}
- {"id"=>"529279997622906880", "text"=>"Researchers are hoping to interpret the inner #voices in our #brain & hope that it will help patients are #paralysed http://t.co/9sq3dm2kE8", "created_at"=>"2014-11-03T14:32:39Z", "user"=>"MedicalClerical", "user_name"=>"Medical Clerical", "user_profile_image"=>"http://pbs.twimg.com/profile_images/515103969937354752/Ht_REG31_normal.jpeg"}
- {"id"=>"552577225095380992", "text"=>"Brain decoder can eavesdrop on your inner voice. http://t.co/abUlCHJAMQ", "created_at"=>"2015-01-06T21:27:31Z", "user"=>"AuroraNerves", "user_name"=>"A. Tharaneetharan", "user_profile_image"=>"http://pbs.twimg.com/profile_images/486853721049948160/WanF4Y4C_normal.jpeg"}
- {"id"=>"650095357112614912", "text"=>"Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-02T23:49:45Z", "user"=>"fMRI_guy", "user_name"=>"Jens Foell PhD", "user_profile_image"=>"http://pbs.twimg.com/profile_images/558347472062279680/kyYrto70_normal.jpeg"}
- {"id"=>"650100279447289856", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-03T00:09:19Z", "user"=>"Sahelanth", "user_name"=>"James Pitt", "user_profile_image"=>"http://pbs.twimg.com/profile_images/474989133895458816/37tsAPPD_normal.jpeg"}
- {"id"=>"650107424557387776", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-03T00:37:43Z", "user"=>"lisascottbcd", "user_name"=>"Lisa S. Scott", "user_profile_image"=>"http://pbs.twimg.com/profile_images/642796984294842368/DuZCSuTG_normal.jpg"}
- {"id"=>"650263709496012800", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-03T10:58:44Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"650264627360628736", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-03T11:02:23Z", "user"=>"adam_free_man", "user_name"=>"Adam", "user_profile_image"=>"http://pbs.twimg.com/profile_images/602807219906740224/htDniU_v_normal.jpg"}
- {"id"=>"650264993590571008", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-03T11:03:50Z", "user"=>"insurrealist", "user_name"=>"|||||", "user_profile_image"=>"http://pbs.twimg.com/profile_images/542081642701922304/wXgwtB7P_normal.png"}
- {"id"=>"650288869250699264", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-03T12:38:42Z", "user"=>"BodiCorb", "user_name"=>"bodi doyle", "user_profile_image"=>"http://pbs.twimg.com/profile_images/641157542412857348/LLVzAhEe_normal.jpg"}
- {"id"=>"651033224836214785", "text"=>"RT @fMRI_guy: Okay, Robert Knight just sort of blew my mind. Pretty sure he was talking about this paper: http://t.co/CvUyqKY3dt #SPR2015", "created_at"=>"2015-10-05T13:56:31Z", "user"=>"NeRDlabPitt", "user_name"=>"NeRD Lab at Pitt", "user_profile_image"=>"http://pbs.twimg.com/profile_images/576045139061157889/pPl2rA9X_normal.jpeg"}
- {"id"=>"722259693238771712", "text"=>"PLOS Biology: Reconstructing Speech from Human Auditory Cortex - https://t.co/cqdx2mDF12 That is, wiretapping your brain", "created_at"=>"2016-04-19T03:05:04Z", "user"=>"mathling", "user_name"=>"Mary Holstege", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1321751934/sprite2_normal.gif"}
- {"id"=>"733044673393139712", "text"=>"@okayultra @_100101890 \nmeanwhile IRL:\nhttps://t.co/HYfEe7j5bj\nhttps://t.co/JpYXYjoaA4\nhttps://t.co/jdY1zoxP7M", "created_at"=>"2016-05-18T21:20:44Z", "user"=>"venomathic", "user_name"=>"Molochwalker", "user_profile_image"=>"http://pbs.twimg.com/profile_images/727894963275616258/449z-0P8_normal.jpg"}
- {"id"=>"736881564504723456", "text"=>"Mind (self-talk) reading machines are one step closer... https://t.co/unJZCiz0YQ https://t.co/ZHpJNcSwZq https://t.co/fTwiU2zMqv", "created_at"=>"2016-05-29T11:27:10Z", "user"=>"changingstates", "user_name"=>"Bill Frost", "user_profile_image"=>"http://pbs.twimg.com/profile_images/870239575/bill_frost_normal.jpg"}
- {"id"=>"736881564559237120", "text"=>"Mind (self-talk) reading machines are one step closer... https://t.co/ZnMJbrVDzw https://t.co/WMYKqixbBM https://t.co/t4fKqRZnFp", "created_at"=>"2016-05-29T11:27:10Z", "user"=>"hypno_training", "user_name"=>"LCCH", "user_profile_image"=>"http://pbs.twimg.com/profile_images/880703145/crest_151_151_normal.gif"}
- {"id"=>"736881564588625921", "text"=>"Mind (self-talk) reading machines are one step closer... https://t.co/PFHRVfXrFZ https://t.co/pe2wDPnjrB https://t.co/GGWLAZbK2h", "created_at"=>"2016-05-29T11:27:10Z", "user"=>"neuroinnovation", "user_name"=>"Neuro Innovations", "user_profile_image"=>"http://pbs.twimg.com/profile_images/870636647/test_normal.jpg"}
- {"id"=>"736946670613585920", "text"=>"If translating thoughts into speech interests you, here's Dr. Knight's peer-reviewed paper - fascinating stuff. https://t.co/9l7L0TusSE", "created_at"=>"2016-05-29T15:45:52Z", "user"=>"ID8UX", "user_name"=>"Chris Jones", "user_profile_image"=>"http://pbs.twimg.com/profile_images/688794857360330752/tC7i3ZlE_normal.png"}
- {"id"=>"737260206690697216", "text"=>"RT @neuroinnovation: Mind (self-talk) reading machines are one step closer... https://t.co/PFHRVfXrFZ https://t.co/pe2wDPnjrB https://t.co/…", "created_at"=>"2016-05-30T12:31:45Z", "user"=>"RennaWulffraat", "user_name"=>"Renna Wulffraat", "user_profile_image"=>"http://pbs.twimg.com/profile_images/637226137614184449/S6euEV4J_normal.jpg"}
- {"id"=>"737260296696266752", "text"=>"RT @hypno_training: Mind (self-talk) reading machines are one step closer... https://t.co/ZnMJbrVDzw https://t.co/WMYKqixbBM https://t.co/t…", "created_at"=>"2016-05-30T12:32:07Z", "user"=>"RennaWulffraat", "user_name"=>"Renna Wulffraat", "user_profile_image"=>"http://pbs.twimg.com/profile_images/637226137614184449/S6euEV4J_normal.jpg"}
- {"id"=>"737260378816581632", "text"=>"RT @changingstates: Mind (self-talk) reading machines are one step closer... https://t.co/unJZCiz0YQ https://t.co/ZHpJNcSwZq https://t.co/f…", "created_at"=>"2016-05-30T12:32:26Z", "user"=>"RennaWulffraat", "user_name"=>"Renna Wulffraat", "user_profile_image"=>"http://pbs.twimg.com/profile_images/637226137614184449/S6euEV4J_normal.jpg"}
- {"id"=>"737394980436774912", "text"=>"RT @changingstates: Mind (self-talk) reading machines are one step closer... https://t.co/unJZCiz0YQ https://t.co/ZHpJNcSwZq https://t.co/f…", "created_at"=>"2016-05-30T21:27:18Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"737402147524972544", "text"=>"RT @changingstates: Mind (self-talk) reading machines are one step closer... https://t.co/unJZCiz0YQ https://t.co/ZHpJNcSwZq https://t.co/f…", "created_at"=>"2016-05-30T21:55:46Z", "user"=>"camillebonneaud", "user_name"=>"Camille", "user_profile_image"=>"http://pbs.twimg.com/profile_images/510431354278776832/RSeJ4sx4_normal.jpeg"}
- {"id"=>"737436793075732481", "text"=>"RT @changingstates: Mind (self-talk) reading machines are one step closer... https://t.co/unJZCiz0YQ https://t.co/ZHpJNcSwZq https://t.co/f…", "created_at"=>"2016-05-31T00:13:27Z", "user"=>"EoinFirestorm", "user_name"=>"EoinFirestorm", "user_profile_image"=>"http://pbs.twimg.com/profile_images/665398229236891648/HWqEtbQ-_normal.jpg"}
- {"id"=>"737436801699217409", "text"=>"RT @changingstates: Mind (self-talk) reading machines are one step closer... https://t.co/unJZCiz0YQ https://t.co/ZHpJNcSwZq https://t.co/f…", "created_at"=>"2016-05-31T00:13:29Z", "user"=>"EoinFirestorm", "user_name"=>"EoinFirestorm", "user_profile_image"=>"http://pbs.twimg.com/profile_images/665398229236891648/HWqEtbQ-_normal.jpg"}
- {"id"=>"747235444388044801", "text"=>"@Aristotle1865 PLOS Biology: Reconstructing Speech from Human Auditory Cortex \n#TargetedIndividuals https://t.co/fr9PNy4ain", "created_at"=>"2016-06-27T01:09:47Z", "user"=>"Aristotle1865", "user_name"=>"IamAristotle", "user_profile_image"=>"http://pbs.twimg.com/profile_images/378800000085016911/a2c81d6a960acd349b08537e9a7ab02b_normal.jpeg"}
- {"id"=>"747341334818656261", "text"=>"RT @Aristotle1865: @Aristotle1865 PLOS Biology: Reconstructing Speech from Human Auditory Cortex \n#TargetedIndividuals https://t.co/fr9PN…", "created_at"=>"2016-06-27T08:10:33Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"747341897224445952", "text"=>"RT @Aristotle1865: @Aristotle1865 PLOS Biology: Reconstructing Speech from Human Auditory Cortex \n#TargetedIndividuals https://t.co/fr9PN…", "created_at"=>"2016-06-27T08:12:47Z", "user"=>"pjsvalli", "user_name"=>"Spencer Valli", "user_profile_image"=>"http://pbs.twimg.com/profile_images/1338001948/Spencer_leaving_the_lab_2_am_SD_2006_normal.jpg"}
- {"id"=>"747344051226042368", "text"=>"RT @Aristotle1865: @Aristotle1865 PLOS Biology: Reconstructing Speech from Human Auditory Cortex \n#TargetedIndividuals https://t.co/fr9PN…", "created_at"=>"2016-06-27T08:21:21Z", "user"=>"Soekal", "user_name"=>"Soekal", "user_profile_image"=>"http://pbs.twimg.com/profile_images/739046196271054848/5GE2Lnb__normal.jpg"}
- {"id"=>"764215128241819648", "text"=>"@SlyBiffdrop hackers: get the audio neural-net decoder libraries from this root @brianpasley (polite): https://t.co/EscedBivcR", "created_at"=>"2016-08-12T21:40:59Z", "user"=>"SlyBiffdrop", "user_name"=>"Implant Insurrection", "user_profile_image"=>"http://pbs.twimg.com/profile_images/756238306396999681/Tc6oKapx_normal.jpg"}
- {"id"=>"764931326927482880", "text"=>"@CIA https://t.co/MFkC8h3uZ8\nhttps://t.co/EscedBivcR\nhttps://t.co/JuYnRqnxHI\nYour culture: more important than the Constitution = fascist", "created_at"=>"2016-08-14T21:06:54Z", "user"=>"SlyBiffdrop", "user_name"=>"Implant Insurrection", "user_profile_image"=>"http://pbs.twimg.com/profile_images/756238306396999681/Tc6oKapx_normal.jpg"}
- {"id"=>"765134562527617024", "text"=>"RT @SlyBiffdrop: @SlyBiffdrop hackers: get the audio neural-net decoder libraries from this root @brianpasley (polite): https://t.co/EscedB…", "created_at"=>"2016-08-15T10:34:29Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"765135698768736256", "text"=>"RT @SlyBiffdrop: @SlyBiffdrop hackers: get the audio neural-net decoder libraries from this root @brianpasley (polite): https://t.co/EscedB…", "created_at"=>"2016-08-15T10:39:00Z", "user"=>"nonya_bidniss", "user_name"=>"Nonya Bidniss", "user_profile_image"=>"http://pbs.twimg.com/profile_images/762977950312517632/RSCGj-oQ_normal.jpg"}
- {"id"=>"765183097184854016", "text"=>"Reconstruire la parole ? partir des donn?es de l'aire #corticale #auditive\n@PLOSBiology https://t.co/4Zu7wu4Max https://t.co/SOZw5gXkZd", "created_at"=>"2016-08-15T13:47:21Z", "user"=>"UpbmAsso", "user_name"=>"Upbm-asso", "user_profile_image"=>"http://pbs.twimg.com/profile_images/670349559915220992/1tdMLCar_normal.png"}
- {"id"=>"765190116620902406", "text"=>"RT @UpbmAsso: Reconstruire la parole ? partir des donn?es de l'aire #corticale #auditive\n@PLOSBiology https://t.co/4Zu7wu4Max https://t.co/…", "created_at"=>"2016-08-15T14:15:15Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"765195082039341058", "text"=>"RT @UpbmAsso: Reconstruire la parole ? partir des donn?es de l'aire #corticale #auditive\n@PLOSBiology https://t.co/4Zu7wu4Max https://t.co/…", "created_at"=>"2016-08-15T14:34:58Z", "user"=>"Resmach55", "user_name"=>"Pat Sweeney", "user_profile_image"=>"http://pbs.twimg.com/profile_images/712089374708490241/TujIGbjw_normal.jpg"}
- {"id"=>"765266960313683968", "text"=>"RT @UpbmAsso: Reconstruire la parole ? partir des donn?es de l'aire #corticale #auditive\n@PLOSBiology https://t.co/4Zu7wu4Max https://t.co/…", "created_at"=>"2016-08-15T19:20:35Z", "user"=>"JMEscoffre31", "user_name"=>"Jean-Michel Escoffre", "user_profile_image"=>"http://pbs.twimg.com/profile_images/531365284838248448/QwjB2Jtq_normal.jpeg"}
- {"id"=>"765288185458991104", "text"=>"RT @UpbmAsso: Reconstruire la parole ? partir des donn?es de l'aire #corticale #auditive\n@PLOSBiology https://t.co/4Zu7wu4Max https://t.co/…", "created_at"=>"2016-08-15T20:44:56Z", "user"=>"LaurentAChatre", "user_name"=>"Laurent Chatre", "user_profile_image"=>"http://pbs.twimg.com/profile_images/697047875017113600/NUYbleOI_normal.jpg"}
- {"id"=>"765718663504666624", "text"=>"What an amazing study!\n\nhttps://t.co/yWy2AfNPwd", "created_at"=>"2016-08-17T01:15:30Z", "user"=>"osocron", "user_name"=>"Noe Alejandro Perez", "user_profile_image"=>"http://pbs.twimg.com/profile_images/765707742690418688/6RVJDa7j_normal.jpg"}
- {"id"=>"765748420464283650", "text"=>"@DrLiJin Ok. ... even more fascinating, linked from that article - recording speech directly from our brains https://t.co/vyuNo2XzP1", "created_at"=>"2016-08-17T03:13:45Z", "user"=>"hyc_symas", "user_name"=>"Howard Chu", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2612821246/tc19zqd18ykgon7w17rs_normal.jpeg"}
- {"id"=>"765813065937981440", "text"=>"RT @hyc_symas: @DrLiJin Ok. ... even more fascinating, linked from that article - recording speech directly from our brains https://t.co/vy…", "created_at"=>"2016-08-17T07:30:37Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"765832679514378240", "text"=>"RT @UpbmAsso: Reconstruire la parole ? partir des donn?es de l'aire #corticale #auditive\n@PLOSBiology https://t.co/4Zu7wu4Max https://t.co/…", "created_at"=>"2016-08-17T08:48:33Z", "user"=>"laurentjimenez", "user_name"=>"Laurent JIMENEZ", "user_profile_image"=>"http://pbs.twimg.com/profile_images/679986265962450944/ha3lMZIN_normal.jpg"}
- {"id"=>"824742008291946497", "text"=>"@SlyBiffdrop https://t.co/KO489yWDGG https://t.co/EscedBivcR https://t.co/R12dab0vp0 https://t.co/6JtAb6gNgU https://t.co/xjGA4OQPy1", "created_at"=>"2017-01-26T22:13:12Z", "user"=>"SlyBiffdrop", "user_name"=>"brain phone hijack", "user_profile_image"=>"http://pbs.twimg.com/profile_images/756238306396999681/Tc6oKapx_normal.jpg"}
- {"id"=>"835904092966834176", "text"=>"For those who think that mirror UK is BS-- you only need ear wick electrodes up noses w/ current decoders: https://t.co/EscedBivcR", "created_at"=>"2017-02-26T17:27:20Z", "user"=>"SlyBiffdrop", "user_name"=>"brain phone hijack", "user_profile_image"=>"http://pbs.twimg.com/profile_images/756238306396999681/Tc6oKapx_normal.jpg"}
- {"id"=>"868985805787848705", "text"=>"2012: explicit (language stream measurement above + 2008 video-fMRI correlaton w/ connectionism (Miawaki) https://t.co/EscedBA6Br", "created_at"=>"2017-05-29T00:22:15Z", "user"=>"SlyBiffdrop", "user_name"=>"brain phone hijack", "user_profile_image"=>"http://pbs.twimg.com/profile_images/756238306396999681/Tc6oKapx_normal.jpg"}
- {"id"=>"894073191987064832", "text"=>"Reconstructing Speech from Human Auditory Cortex - \n https://t.co/E7UhxtMI91 \n#technology #readmind #articles #interesting @elonmusk", "created_at"=>"2017-08-06T05:50:34Z", "user"=>"Melissasanzz", "user_name"=>"Karen", "user_profile_image"=>"http://pbs.twimg.com/profile_images/893940902380670976/3loCL87w_normal.jpg"}
- {"id"=>"918949635250536448", "text"=>"@sarcastic_f @Neuro_Skeptic @adeenflinker worth checking out this: https://t.co/10VP7v5Qee though that's passive li… https://t.co/QGeao0yzUK", "created_at"=>"2017-10-13T21:20:40Z", "user"=>"choldgraf", "user_name"=>"Chris Holdgraf", "user_profile_image"=>"http://pbs.twimg.com/profile_images/735662025762738176/013bX5aq_normal.jpg"}
- {"id"=>"918974366037237760", "text"=>"RT @choldgraf: @sarcastic_f @Neuro_Skeptic @adeenflinker worth checking out this: https://t.co/10VP7v5Qee though that's passive li… ", "created_at"=>"2017-10-13T22:58:57Z", "user"=>"PLOSBiology", "user_name"=>"PLOS Biology", "user_profile_image"=>"http://pbs.twimg.com/profile_images/2432741784/7kk4r2cpabm7u2lqf17y_normal.jpeg"}
- {"id"=>"919092459329720320", "text"=>"RT @choldgraf: @sarcastic_f @Neuro_Skeptic @adeenflinker worth checking out this: https://t.co/10VP7v5Qee though that's passive li… ", "created_at"=>"2017-10-14T06:48:12Z", "user"=>"AFioriopla", "user_name"=>"Alessandra fioriopla", "user_profile_image"=>"http://pbs.twimg.com/profile_images/831013023372320768/5Cby9_eu_normal.jpg"}
- {"id"=>"919781121033846784", "text"=>"RT @choldgraf: @sarcastic_f @Neuro_Skeptic @adeenflinker worth checking out this: https://t.co/10VP7v5Qee though that's passive li… ", "created_at"=>"2017-10-16T04:24:42Z", "user"=>"bmartus5", "user_name"=>"Brian Martus", "user_profile_image"=>"http://pbs.twimg.com/profile_images/869157994587607042/8Xk1cxUD_normal.jpg"}
- {"id"=>"922644777711079424", "text"=>"@sanctusmaximus @NishikiPrestige Sound too.\nhttps://t.co/C7t68UXhpO", "created_at"=>"2017-10-24T02:03:51Z", "user"=>"insurrealist", "user_name"=>"|||||", "user_profile_image"=>"http://pbs.twimg.com/profile_images/903885880196296706/c2OCb2jl_normal.jpg"}
- {"id"=>"922644853191774209", "text"=>"@sanctusmaximus @NishikiPrestige https://t.co/Vyu3cnhfFX\naudio samples.", "created_at"=>"2017-10-24T02:04:09Z", "user"=>"insurrealist", "user_name"=>"|||||", "user_profile_image"=>"http://pbs.twimg.com/profile_images/903885880196296706/c2OCb2jl_normal.jpg"}
- {"id"=>"922704446131527680", "text"=>"hoooly shit you can observe someone's brain activity and decode the audio they are listening to https://t.co/pTLhmhOARk", "created_at"=>"2017-10-24T06:00:57Z", "user"=>"mmultiplier", "user_name"=>"spooky spa", "user_profile_image"=>"http://pbs.twimg.com/profile_images/426546823965048832/DkZlywqJ_normal.jpeg"}
- {"id"=>"922704567929901057", "text"=>"from the paper https://t.co/AtNxF4prEA", "created_at"=>"2017-10-24T06:01:26Z", "user"=>"mmultiplier", "user_name"=>"spooky spa", "user_profile_image"=>"http://pbs.twimg.com/profile_images/426546823965048832/DkZlywqJ_normal.jpeg"}
- {"id"=>"922938059632418816", "text"=>"RT @mmultiplier: hoooly shit you can observe someone's brain activity and decode the audio they are listening to https://t.co/pTLhmhOARk", "created_at"=>"2017-10-24T21:29:15Z", "user"=>"mindsforge", "user_name"=>"Mind's Forge", "user_profile_image"=>"http://pbs.twimg.com/profile_images/922293071189966848/jTS9Dg1h_normal.jpg"}
- {"id"=>"928531461199851520", "text"=>"Reconstructing Speech from Human Auditory Cortex\n\n https://t.co/OHqRKba4dP", "created_at"=>"2017-11-09T07:55:26Z", "user"=>"francescfont", "user_name"=>"Francesc Font-Clos", "user_profile_image"=>"http://pbs.twimg.com/profile_images/746773186927296512/SwY_Rdqs_normal.jpg"}
- {"id"=>"948027223612776449", "text"=>"@elonmusk https://t.co/l8ewVm4J7z", "created_at"=>"2018-01-02T03:04:38Z", "user"=>"KM2__S", "user_name"=>"K?re?", "user_profile_image"=>"http://pbs.twimg.com/profile_images/946861573192212480/8j0twsC1_normal.jpg"}
Wikipedia | Further Information
- {"title"=>"Thought identification", "url"=>"http://en.wikipedia.org/wiki/Thought_identification", "timestamp"=>"2018-12-21T06:23:13Z"}
- {"title"=>"File:Reconstructing-Speech-from-Human-Auditory-Cortex-pbio.1001251.s009.ogg", "url"=>"http://commons.wikimedia.org/wiki/File:Reconstructing-Speech-from-Human-Auditory-Cortex-pbio.1001251.s009.ogg", "timestamp"=>"2013-11-01T19:11:10Z"}
Counter
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PMC Usage Stats | Further Information
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