Alberto Bernacchia

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Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityEmail confirmado em nyu.edu
John D. MurrayGregg L. Engles Associate Professor of Psychological and Brain Sciences, Dartmouth CollegeEmail confirmado em dartmouth.edu
ranulfo romoProfesor de Neurociencias, Universidad Nacional Autónoma de MéxicoEmail confirmado em ifc.unam.mx
Daeyeol LeeJohns Hopkins UniversityEmail confirmado em jhu.edu
Hyojung SeoPsychiatry, Yale University School of MedicineEmail confirmado em yale.edu
Joni WallisUniversity of California at BerkeleyEmail confirmado em berkeley.edu
David J. FreedmanProfessor and Chair, Department of Neurobiology, The University of ChicagoEmail confirmado em uchicago.edu
Camillo Padoa-SchioppaWashington University in St LouisEmail confirmado em wustl.edu
Tatiana PasternakUniversity of RochesterEmail confirmado em ur.rochester.edu
Adriano BarraSapienza Università di RomaEmail confirmado em roma1.infn.it
Murat DemirtaşPostdoctoral Associate, UPFEmail confirmado em upf.edu
Alan AnticevicCEO @ Manifest Technologies, Former Glenn H. Greenberg Associate Professor, Yale UniversityEmail confirmado em manifesttech.io
Christos ConstantinidisStevenson Chair of Biomedical Engineering, Vanderbilt UniversityEmail confirmado em vanderbilt.edu
Pierluigi ContucciProfessor of Mathematical Physics, Alma Mater Studiorum - University of BolognaEmail confirmado em unibo.it
Rishidev ChaudhuriAssistant Professor, University of California, DavisEmail confirmado em ucdavis.edu
Shaul HochsteinHebrew UniversityEmail confirmado em vms.huji.ac.il
Simone PigolottiProfessor, OISTEmail confirmado em oist.jp
Philippe NaveauResearcher CNRS LSCE ESTIMREmail confirmado em lsce.ipsl.fr
Giandomenico (GD) IannettiProfessor of Neuroscience; Istituto Italiano di Tecnologia and University College LondonEmail confirmado em ucl.ac.uk
Flavia ManciniAssistant Professor, Department of Engineering, University of CambridgeEmail confirmado em cam.ac.uk

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Alberto Bernacchia

Director of AI Research at MediaTek Research UK

Email 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	899	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	535	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	364	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	348	2011
On the equivalence of Hopfield networks and Boltzmann machines A Barra, A Bernacchia, E Santucci, P Contucci Neural Networks 34, 1-9, 2012	148	2012
A diversity of localized timescales in network activity R Chaudhuri, A Bernacchia, XJ Wang elife 3, e01239, 2014	83	2014
Multiple-object working memory—a model for behavioral performance DJ Amit, A Bernacchia, V Yakovlev Cerebral Cortex 13 (5), 435-443, 2003	75	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	60	2018
Self-consistent method for density estimation A Bernacchia, S Pigolotti Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011	58	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	52	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	45	2021
Decorrelation by recurrent inhibition in heterogeneous neural circuits A Bernacchia, XJ Wang Neural computation 25 (7), 1732-1767, 2013	31	2013
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	24	2022
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
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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