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BrainPredict: a Tool for Predicting and Visualising Local Brain Activity
In: Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020) ; https://hal.archives-ouvertes.fr/hal-03016059 ; Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), pp.11 - 16, 2020 ; https://www.aclweb.org/anthology/2020.lrec-1.84/ (2020)
Abstract: International audience ; In this paper, we present a tool allowing dynamic prediction and visualization of an individual's local brain activity during a conversation. The prediction module of this tool is based on classifiers trained using a corpus of human-human and human-robot conversations including fMRI recordings. More precisely, the module takes as input behavioral features computed from raw data, mainly the participant and the interlocutor speech but also the participant's visual input and eye movements. The visualisation module shows in real-time the dynamics of brain active areas synchronised with the behavioral raw data. In addition, it shows which integrated behavioral features are used to predict the activity in individual brain areas.
Keyword: [SCCO.COMP]Cognitive science/Computer science; [SCCO.LING]Cognitive science/Linguistics; [SCCO.NEUR]Cognitive science/Neuroscience; [SCCO]Cognitive science; brain activity; conversation; human-robot interactions; predictions
URL: https://hal.archives-ouvertes.fr/hal-03016059
https://hal.archives-ouvertes.fr/hal-03016059/file/Hmamouche_LREC2020.pdf
https://hal.archives-ouvertes.fr/hal-03016059/document
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2
'Retrodiction' experiment Western Kho-Bwa languages: data ...
Bodt, Timotheus Adrianus. - : Zenodo, 2019
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'Retrodiction' experiment Western Kho-Bwa languages: data ...
Bodt, Timotheus Adrianus. - : Zenodo, 2019
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4
Visual context for verb sense disambiguation and multilingual representation learning
Gella, Spandana. - : The University of Edinburgh, 2019
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5
Extracting Predictive Statements with Their Scope from News Articles
In: Proceedings of the International AAAI Conference on Web and Social Media; Vol. 12 No. 1 (2018): Twelfth International AAAI Conference on Web and Social Media ; 2334-0770 ; 2162-3449 (2018)
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6
Syntactic predictions and asyntactic comprehension in aphasia: Evidence from scope relations
In: Journal of Neurolinguistics , 40 pp. 15-36. (2016) (2016)
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7
On the notion of salience in spoken discourse - prominence cues shaping discourse structure and comprehension
In: ISSN: 2264-7082 ; Travaux Interdisciplinaires sur la Parole et le Langage ; https://hal.archives-ouvertes.fr/hal-01486085 ; Travaux Interdisciplinaires sur la Parole et le Langage, Laboratoire Parole et Langage, 2014, non paginé (2014)
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8
BTQARAD141100_025 ; 201411_STE-029
EPK; ETP (secondary storyteller); Alice Rudge. - : Nicole Kruspe, 2014. : RWAAI, 2014
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9
SPCR2 High Risk Suicidal Behavior in Veterans-Assessment of Predictors and Efficacy of Dialectical Behavioral Therapy
In: DTIC (2014)
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10
Building on Deep Learning
In: DTIC (2013)
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11
What's Wrong With Automatic Speech Recognition (ASR) and How Can We Fix It?
In: DTIC (2013)
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12
Predicting Proficiency without Direct Assessment: Can Speaking Ratings be Inferred from Non-participatory Listening and Reading Ratings?
In: DTIC (2013)
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13
Analysis of Stopping Active Learning based on Stabilizing Predictions
Bloodgood, Michael; Grothendieck, John. - : Association for Computational Linguistics, 2013
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14
The effect of low-pass filtering on identification of nonsense syllables in quiet by school-age children with and without cochlear dead regions
Malicka, Alicja N.; Munro, Kevin J.; Baer, Thomas. - : Lippincott Williams & Wilkins, 2013
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15
A Scalable Distributed Syntactic, Semantic, and Lexical Language Model
In: DTIC (2012)
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16
Child Adjustment to Parental Combat Deployment: Risk and Resilience Models
In: DTIC (2012)
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17
Preventing Intelligence Failures in an Unpredictable 21st Century
In: DTIC (2012)
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18
Evaluating DLAB as a Predictor of Foreign Language Learning
In: DTIC (2012)
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19
Learning for Microblogs with Distant Supervision: Political Forecasting with Twitter
In: DTIC (2012)
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20
Trainee Characteristics and Achievement during Special Operations Forces Initial Acquisition Foreign Language Training
In: DTIC (2012)
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