Alberto Bernacchia

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Coauteurs

Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityAdresse e-mail validée de nyu.edu
John D. MurrayGregg L. Engles Associate Professor of Psychological and Brain Sciences, Dartmouth CollegeAdresse e-mail validée de dartmouth.edu
ranulfo romoProfesor de Neurociencias, Universidad Nacional Autónoma de MéxicoAdresse e-mail validée de ifc.unam.mx
Daeyeol LeeJohns Hopkins UniversityAdresse e-mail validée de jhu.edu
Hyojung SeoPsychiatry, Yale University School of MedicineAdresse e-mail validée de yale.edu
Joni WallisUniversity of California at BerkeleyAdresse e-mail validée de berkeley.edu
David J. FreedmanProfessor and Chair, Department of Neurobiology, The University of ChicagoAdresse e-mail validée de uchicago.edu
Camillo Padoa-SchioppaWashington University in St LouisAdresse e-mail validée de wustl.edu
Tatiana PasternakUniversity of RochesterAdresse e-mail validée de ur.rochester.edu
Adriano BarraSapienza Università di RomaAdresse e-mail validée de roma1.infn.it
Murat DemirtaşPostdoctoral Associate, UPFAdresse e-mail validée de upf.edu
Alan AnticevicCEO @ Manifest Technologies, Former Glenn H. Greenberg Associate Professor, Yale UniversityAdresse e-mail validée de manifesttech.io
Christos ConstantinidisStevenson Chair of Biomedical Engineering, Vanderbilt UniversityAdresse e-mail validée de vanderbilt.edu
Pierluigi ContucciProfessor of Mathematical Physics, Alma Mater Studiorum - University of BolognaAdresse e-mail validée de unibo.it
Rishidev ChaudhuriAssistant Professor, University of California, DavisAdresse e-mail validée de ucdavis.edu
Shaul HochsteinHebrew UniversityAdresse e-mail validée de vms.huji.ac.il
Simone PigolottiProfessor, OISTAdresse e-mail validée de oist.jp
Philippe NaveauResearcher CNRS LSCE ESTIMRAdresse e-mail validée de lsce.ipsl.fr
Giandomenico (GD) IannettiProfessor of Neuroscience; Istituto Italiano di Tecnologia and University College LondonAdresse e-mail validée de ucl.ac.uk
Flavia ManciniAssistant Professor, Department of Engineering, University of CambridgeAdresse e-mail validée de cam.ac.uk

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Alberto Bernacchia

Director of AI Research at MediaTek Research UK

Adresse e-mail validée de mtkresearch.com

Machine Learning and Computational Neuroscience


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	926	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	549	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	369	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	355	2011
On the equivalence of Hopfield networks and Boltzmann machines A Barra, A Bernacchia, E Santucci, P Contucci Neural Networks 34, 1-9, 2012	153	2012
A diversity of localized timescales in network activity R Chaudhuri, A Bernacchia, XJ Wang elife 3, e01239, 2014	89	2014
Multiple-object working memory—a model for behavioral performance DJ Amit, A Bernacchia, V Yakovlev Cerebral Cortex 13 (5), 435-443, 2003	76	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	64	2018
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	62	2021
Self-consistent method for density estimation A Bernacchia, S Pigolotti Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2011	62	2011
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	48	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	27	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	25	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	24	2020
Meta-learning with negative learning rates A Bernacchia International Conference on Learning Representations, 2021	22	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	19	2005
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
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	15	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	14	2008

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