Alberto Bernacchia

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Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityE-mail confirmado em nyu.edu
John D. MurrayGregg L. Engles Associate Professor of Psychological and Brain Sciences, Dartmouth CollegeE-mail confirmado em dartmouth.edu
ranulfo romoProfesor de Neurociencias, Universidad Nacional Autónoma de MéxicoE-mail confirmado em ifc.unam.mx
Daeyeol LeeJohns Hopkins UniversityE-mail confirmado em jhu.edu
Hyojung SeoPsychiatry, Yale University School of MedicineE-mail confirmado em yale.edu
Joni WallisUniversity of California at BerkeleyE-mail confirmado em berkeley.edu
David J. FreedmanProfessor and Chair, Department of Neurobiology, The University of ChicagoE-mail confirmado em uchicago.edu
Camillo Padoa-SchioppaWashington University in St LouisE-mail confirmado em wustl.edu
Tatiana PasternakUniversity of RochesterE-mail confirmado em ur.rochester.edu
Adriano BarraSapienza Università di RomaE-mail confirmado em roma1.infn.it
Murat DemirtaşPostdoctoral Associate, UPFE-mail confirmado em upf.edu
Alan AnticevicGlenn H. Greenberg Associate Professor of Psychiatry and Psychology, Yale UniversityE-mail confirmado em yale.edu
Christos ConstantinidisStevenson Chair of Biomedical Engineering, Vanderbilt UniversityE-mail confirmado em vanderbilt.edu
Pierluigi ContucciProfessor of Mathematical Physics, Alma Mater Studiorum - University of BolognaE-mail confirmado em unibo.it
Rishidev ChaudhuriAssistant Professor, University of California, DavisE-mail confirmado em ucdavis.edu
Shaul HochsteinHebrew UniversityE-mail confirmado em vms.huji.ac.il
Simone PigolottiProfessor, OISTE-mail confirmado em oist.jp
Philippe NaveauResearcher CNRS LSCE ESTIMRE-mail confirmado em lsce.ipsl.fr
Giandomenico (GD) IannettiProfessor of Neuroscience; Istituto Italiano di Tecnologia and University College LondonE-mail confirmado em ucl.ac.uk
Flavia ManciniAssistant Professor, Department of Engineering, University of CambridgeE-mail confirmado em cam.ac.uk

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Alberto Bernacchia

Director of AI Research at MediaTek Research UK

E-mail confirmado em mtkresearch.com

Machine Learning and Computational Neuroscience


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
A hierarchy of intrinsic timescales across primate cortex JD Murray, A Bernacchia, DJ Freedman, R Romo, JD Wallis, X Cai, ... Nature neuroscience 17 (12), 1661-1663, 2014	872	2014
Hierarchy of transcriptomic specialization across human cortex captured by structural neuroimaging topography JB Burt, M Demirtaş, WJ Eckner, NM Navejar, JL Ji, WJ Martin, ... Nature neuroscience 21 (9), 1251-1259, 2018	514	2018
Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex JD Murray, A Bernacchia, NA Roy, C Constantinidis, R Romo, XJ Wang Proceedings of the National Academy of Sciences 114 (2), 394-399, 2017	351	2017
A reservoir of time constants for memory traces in cortical neurons A Bernacchia, H Seo, D Lee, XJ Wang Nature neuroscience 14 (3), 366-372, 2011	344	2011
On the equivalence of Hopfield networks and Boltzmann machines A Barra, A Bernacchia, E Santucci, P Contucci Neural Networks 34, 1-9, 2012	144	2012
A diversity of localized timescales in network activity R Chaudhuri, A Bernacchia, XJ Wang elife 3, e01239, 2014	82	2014
Multiple-object working memory—a model for behavioral performance DJ Amit, A Bernacchia, V Yakovlev Cerebral Cortex 13 (5), 435-443, 2003	74	2003
Exact natural gradient in deep linear networks and its application to the nonlinear case A Bernacchia, M Lengyel, G Hennequin Advances in Neural Information Processing Systems 31, 2018	56	2018
Self-consistent method for density estimation A Bernacchia, S Pigolotti Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011	56	2011
Natural continual learning: success is a journey, not (just) a destination TC Kao, K Jensen, G van de Ven, A Bernacchia, G Hennequin Advances in neural information processing systems 34, 28067-28079, 2021	47	2021
Optimal order simple regret for Gaussian process bandits S Vakili, N Bouziani, S Jalali, A Bernacchia, D Shiu Advances in Neural Information Processing Systems 34, 21202-21215, 2021	41	2021
Decorrelation by recurrent inhibition in heterogeneous neural circuits A Bernacchia, XJ Wang Neural computation 25 (7), 1732-1767, 2013	31	2013
Characterizing the short-term habituation of event-related evoked potentials F Mancini, A Pepe, A Bernacchia, G Di Stefano, A Mouraux, GD Iannetti ENeuro 5 (5), 2018	24	2018
Improved convergence rates for sparse approximation methods in kernel-based learning S Vakili, J Scarlett, D Shiu, A Bernacchia International Conference on Machine Learning, 21960-21983, 2022	23	2022
Non-reversible Gaussian processes for identifying latent dynamical structure in neural data V Rutten, A Bernacchia, M Sahani, G Hennequin Advances in neural information processing systems 33, 9622-9632, 2020	23	2020
Meta-learning with negative learning rates A Bernacchia International Conference on Learning Representations, 2021	22	2021
Uniform generalization bounds for overparameterized neural networks S Vakili, M Bromberg, J Garcia, D Shiu, A Bernacchia arXiv preprint arXiv:2109.06099, 2021	18	2021
Multi-item working memory—a behavioral study V Yakovlev, A Bernacchia, T Orlov, S Hochstein, D Amit Cerebral Cortex 15 (5), 602-615, 2005	18	2005
Impact of spatiotemporally correlated images on the structure of memory A Bernacchia, DJ Amit Proceedings of the National Academy of Sciences 104 (9), 3544-3549, 2007	14	2007
Detecting spatial patterns with the cumulant function–Part 1: The theory A Bernacchia, P Naveau Nonlinear Processes in Geophysics 15 (1), 159-167, 2008	13	2008

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