Benoît Girard - Related publications

2005-2009 LPPA CNRS / Collège de France 
 2009- ISIR CNRS / Sorbonne Université 
computational neuroscience
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Feher da Silva C, Hare TA. Humans primarily use model-based inference in the two-stage task. Nature Human Behaviour. PMID 32632333 DOI: 10.1038/s41562-020-0905-y   
2020 Mitchell B, Marneweck M, Grafton S, Petzold L. Motor adaptation via distributional learning. Journal of Neural Engineering. PMID 32674091 DOI: 10.1088/1741-2552/aba6d9   
2020 Mendonça AG, Drugowitsch J, Vicente MI, DeWitt EEJ, Pouget A, Mainen ZF. The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs. Nature Communications. 11: 2757. PMID 32488065 DOI: 10.1038/s41467-020-16196-7   
2020 Schmid G, Braun DA. Human group coordination in a sensorimotor task with neuron-like decision-making. Scientific Reports. 10: 8226. PMID 32427875 DOI: 10.1038/s41598-020-64091-4   
2020 Smith R, Schwartenbeck P, Parr T, Friston KJ. An Active Inference Approach to Modeling Structure Learning: Concept Learning as an Example Case. Frontiers in Computational Neuroscience. 14: 41. PMID 32508611 DOI: 10.3389/fncom.2020.00041   
2020 van Swieten MMH, Bogacz R. Modeling the effects of motivation on choice and learning in the basal ganglia. Plos Computational Biology. 16: e1007465. PMID 32453725 DOI: 10.1371/journal.pcbi.1007465   
2020 Eichenbaum A, Scimeca JM, D'Esposito M. Dissociable Neural Systems Support the Learning and Transfer of Hierarchical Control Structure. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32690614 DOI: 10.1523/JNEUROSCI.0847-20.2020   
2020 Piray P, Daw ND. A simple model for learning in volatile environments. Plos Computational Biology. 16: e1007963. PMID 32609755 DOI: 10.1371/journal.pcbi.1007963   
2020 Patacchiola M, Cangelosi A. A Developmental Cognitive Architecture for Trust and Theory of Mind in Humanoid Robots. Ieee Transactions On Cybernetics. PMID 32639936 DOI: 10.1109/TCYB.2020.3002892   
2020 Maeda G, Koç O, Morimoto J. Phase portraits as movement primitives for fast humanoid robot control. Neural Networks : the Official Journal of the International Neural Network Society. 129: 109-122. PMID 32505964 DOI: 10.1016/j.neunet.2020.04.007   
2020 Grossberg S. A Path Toward Explainable AI and Autonomous Adaptive Intelligence: Deep Learning, Adaptive Resonance, and Models of Perception, Emotion, and Action. Frontiers in Neurorobotics. 14: 36. PMID 32670045 DOI: 10.3389/fnbot.2020.00036   
2020 Abdi AH, Sagl B, Srungarapu VP, Stavness I, Prisman E, Abolmaesumi P, Fels S. Characterizing Motor Control of Mastication With Soft Actor-Critic. Frontiers in Human Neuroscience. 14: 188. PMID 32528267 DOI: 10.3389/fnhum.2020.00188   
2020 Jiao J, Droste R, Drukker L, Papageorghiou AT, Noble JA. Self-Supervised Representation Learning for Ultrasound Video. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020: 1847-1850. PMID 32489519 DOI: 10.1109/ISBI45749.2020.9098666   
2020 Li X, Gu Y, Dvornek N, Staib LH, Ventola P, Duncan JS. Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results. Medical Image Analysis. 65: 101765. PMID 32679533 DOI: 10.1016/   
2020 Chang YS, Abimannan S, Chiao HT, Lin CY, Huang YP. An ensemble learning based hybrid model and framework for air pollution forecasting. Environmental Science and Pollution Research International. PMID 32621183 DOI: 10.1007/s11356-020-09855-1   
2020 Dosher BA, Liu J, Chu W, Lu ZL. Roving: The causes of interference and re-enabled learning in multi-task visual training. Journal of Vision. 20: 9. PMID 32543649 DOI: 10.1167/jov.20.6.9   
2020 Zhang J, Ning H, Jing X, Tian T. Online Kernel Learning With Adaptive Bandwidth by Optimal Control Approach. Ieee Transactions On Neural Networks and Learning Systems. PMID 32497007 DOI: 10.1109/TNNLS.2020.2995482   
2020 Dzafic I, Randeniya R, Harris CD, Bammel M, Garrido MI. Statistical learning and inference is impaired in the non-clinical continuum of psychosis. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32690617 DOI: 10.1523/JNEUROSCI.0315-20.2020   
2020 Zhang J, Lei YK, Zhang Z, Chang J, Li M, Han X, Yang L, Yang YI, Gao YQ. A Perspective on Deep Learning for Molecular Modeling and Simulations. The Journal of Physical Chemistry. B. PMID 32663004 DOI: 10.1021/acs.jpcb.0c04473   
2020 Dyson M, Dupan S, Jones H, Nazarpour K. Learning, Generalization, and Scalability of Abstract Myoelectric Control. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 28: 1539-1547. PMID 32634092 DOI: 10.1109/TNSRE.2020.3000310   
2020 Schwung D, Schwung A, Ding SX. Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach. Ieee Transactions On Cybernetics. PMID 32726287 DOI: 10.1109/TCYB.2020.3006620   
2020 Schneider JM, Hu A, Legault J, Qi Z. Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques. Journal of Visualized Experiments : Jove. PMID 32716372 DOI: 10.3791/61474   
2020 Del Rosario Z, Rupp M, Kim Y, Antono E, Ling J. Assessing the frontier: Active learning, model accuracy, and multi-objective candidate discovery and optimization. The Journal of Chemical Physics. 153: 024112. PMID 32668927 DOI: 10.1063/5.0006124   
2020 Chen X, Zhou G, Wang Y, Hou M, Zhao Q, Xie S. Accommodating Multiple Tasks' Disparities With Distributed Knowledge-Sharing Mechanism. Ieee Transactions On Cybernetics. PMID 32649285 DOI: 10.1109/TCYB.2020.3002911   
2020 Bermejo F, Hüg MX, Di Paolo EA. Rediscovering Richard Held: Activity and Passivity in Perceptual Learning. Frontiers in Psychology. 11: 844. PMID 32508708 DOI: 10.3389/fpsyg.2020.00844   
2020 Mione V, Brunamonti E, Pani P, Genovesio A, Ferraina S. Dorsal Premotor Cortex Neurons Signal the Level of Choice Difficulty during Logical Decisions. Cell Reports. 32: 107961. PMID 32726625 DOI: 10.1016/j.celrep.2020.107961   
2020 Han D, Doya K, Tani J. Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 129: 149-162. PMID 32534378 DOI: 10.1016/j.neunet.2020.06.002   
2020 Liang Q, Zeng Y, Xu B. Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory. Frontiers in Computational Neuroscience. 14: 51. PMID 32714173 DOI: 10.3389/fncom.2020.00051   
2020 Xu G, Wang Q, Ma J. OPUS-TASS: A Protein Backbone Torsion Angles and Secondary Structure Predictor Based on Ensemble Neural Networks. Bioinformatics (Oxford, England). PMID 32678893 DOI: 10.1093/bioinformatics/btaa629   
2020 Gilad A, Maor I, Mizrahi A. Learning-related population dynamics in the auditory thalamus. Elife. 9. PMID 32639231 DOI: 10.7554/eLife.56307   
2020 Dong Q, Luo G. Progress Indication for Deep Learning Model Training: A Feasibility Demonstration. Ieee Access : Practical Innovations, Open Solutions. 8: 79811-79843. PMID 32483518 DOI: 10.1109/ACCESS.2020.2989684   
2020 Rule ME, Loback AR, Raman D, Driscoll LN, Harvey CD, O'Leary T. Stable task information from an unstable neural population. Elife. 9. PMID 32660692 DOI: 10.7554/eLife.51121   
2020 Culley C, Vijayakumar S, Zampieri G, Angione C. A mechanism-aware and multiomic machine-learning pipeline characterizes yeast cell growth. Proceedings of the National Academy of Sciences of the United States of America. PMID 32675233 DOI: 10.1073/pnas.2002959117   
2020 Suhail Y, Upadhyay M, Chhibber A, Kshitiz. Machine Learning for the Diagnosis of Orthodontic Extractions: A Computational Analysis Using Ensemble Learning. Bioengineering (Basel, Switzerland). 7. PMID 32545428 DOI: 10.3390/bioengineering7020055   
2020 Carr JW, Smith K, Culbertson J, Kirby S. Simplicity and informativeness in semantic category systems. Cognition. 202: 104289. PMID 32502868 DOI: 10.1016/j.cognition.2020.104289   
2020 Hoekstra C, Martens S, Taatgen NA. A Skill-Based Approach to Modeling the Attentional Blink. Topics in Cognitive Science. 12: 1030-1045. PMID 32677770 DOI: 10.1111/tops.12514   
2020 Lu Z, Bassett DS. Invertible generalized synchronization: A putative mechanism for implicit learning in neural systems. Chaos (Woodbury, N.Y.). 30: 063133. PMID 32611103 DOI: 10.1063/5.0004344   
2020 Koppe G, Meyer-Lindenberg A, Durstewitz D. Deep learning for small and big data in psychiatry. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 32668442 DOI: 10.1038/s41386-020-0767-z   
2020 Spiegler KM, Palmieri J, Pang KCH, Myers CE. A reinforcement-learning model of active avoidance behavior: Differences between Sprague Dawley and Wistar-Kyoto rats. Behavioural Brain Research. 112784. PMID 32585299 DOI: 10.1016/j.bbr.2020.112784   
2020 Henco L, Brandi ML, Lahnakoski JM, Diaconescu AO, Mathys C, Schilbach L. Bayesian modelling captures inter-individual differences in social belief computations in the putamen and insula. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. PMID 32571519 DOI: 10.1016/j.cortex.2020.02.024   
2020 Sozinov AA, Laukka S, Lyashchenko AI, Siipo A, Nopanen M, Tuominen T, Alexandrov YI. Greater learning transfer effect for avoidance of loss than for achievement of gain in Finnish and Russian schoolchildren. Heliyon. 6: e04158. PMID 32551391 DOI: 10.1016/j.heliyon.2020.e04158   
2020 Sampaio E, Ramos CS, Bernardino BLM, Bleunven M, Augustin ML, Moura É, Lopes VM, Rosa R. Neurally underdeveloped cuttlefish newborns exhibit social learning. Animal Cognition. PMID 32651650 DOI: 10.1007/s10071-020-01411-1   
2020 Elhai JD, Montag C. The compatibility of theoretical frameworks with machine learning analyses in psychological research. Current Opinion in Psychology. 36: 83-88. PMID 32563708 DOI: 10.1016/j.copsyc.2020.05.002   
2020 Bensky MK, Bell AM. Predictors of individual variation in reversal learning performance in three-spined sticklebacks. Animal Cognition. PMID 32514661 DOI: 10.1007/s10071-020-01399-8   
2020 Xiong F, Liu Z, Huang K, Yang X, Qiao H, Hussain A. Encoding primitives generation policy learning for robotic arm to overcome catastrophic forgetting in sequential multi-tasks learning. Neural Networks : the Official Journal of the International Neural Network Society. 129: 163-173. PMID 32535306 DOI: 10.1016/j.neunet.2020.06.003   
2020 Sedki K, Lakrafli C, Lamy JB, Tsopra R. Identifying Experts Reasoning in Antibiotic Treatment with Preference Learning. Studies in Health Technology and Informatics. 270: 1313-1314. PMID 32570635 DOI: 10.3233/SHTI200418   
2020 Steel A, Baker CI, Stagg CJ. Intention to learn modulates the impact of reward and punishment on sequence learning. Scientific Reports. 10: 8906. PMID 32483289 DOI: 10.1038/s41598-020-65853-w   
2020 Lin Z, Cabrera-Haro LE, Reuter-Lorenz PA. Asymmetrical learning and memory for acquired gain versus loss associations. Cognition. 202: 104318. PMID 32512416 DOI: 10.1016/j.cognition.2020.104318   
2020 Li Y, Fan X, Gaussier E. Supervised Categorical Metric Learning With Schatten p-Norms. Ieee Transactions On Cybernetics. PMID 32697727 DOI: 10.1109/TCYB.2020.3004437   
2020 Wikner A, Pathak J, Hunt B, Girvan M, Arcomano T, Szunyogh I, Pomerance A, Ott E. Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems. Chaos (Woodbury, N.Y.). 30: 053111. PMID 32491877 DOI: 10.1063/5.0005541