Alberto Bernacchia

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Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityVerified email at nyu.edu
John D. MurrayGregg L. Engles Associate Professor of Psychological and Brain Sciences, Dartmouth CollegeVerified email at dartmouth.edu
ranulfo romoProfesor de Neurociencias, Universidad Nacional Autónoma de MéxicoVerified email at ifc.unam.mx
Daeyeol LeeJohns Hopkins UniversityVerified email at jhu.edu
Hyojung SeoPsychiatry, Yale University School of MedicineVerified email at yale.edu
Joni WallisUniversity of California at BerkeleyVerified email at berkeley.edu
David J. FreedmanProfessor, Department of Neurobiology, The University of ChicagoVerified email at uchicago.edu
Camillo Padoa-SchioppaWashington University in St LouisVerified email at wustl.edu
Tatiana PasternakUniversity of RochesterVerified email at ur.rochester.edu
Adriano BarraSapienza Università di RomaVerified email at roma1.infn.it
Murat DemirtaşPostdoctoral Associate, UPFVerified email at upf.edu
Alan AnticevicGlenn H. Greenberg Associate Professor of Psychiatry and Psychology, Yale UniversityVerified email at yale.edu
Christos ConstantinidisStevenson Chair of Biomedical Engineering, Vanderbilt UniversityVerified email at vanderbilt.edu
Pierluigi ContucciProfessor of Mathematical Physics, Alma Mater Studiorum - University of BolognaVerified email at unibo.it
Rishidev ChaudhuriAssistant Professor, University of California, DavisVerified email at ucdavis.edu
Shaul HochsteinHebrew UniversityVerified email at vms.huji.ac.il
Simone PigolottiProfessor, OISTVerified email at oist.jp
Philippe NaveauResearcher CNRS LSCE ESTIMRVerified email at lsce.ipsl.fr
Giandomenico (GD) IannettiProfessor of Neuroscience; Istituto Italiano di Tecnologia and University College LondonVerified email at ucl.ac.uk
Flavia ManciniAssistant Professor, Department of Engineering, University of CambridgeVerified email at cam.ac.uk

Alberto Bernacchia

Director of AI Research at MediaTek Research UK

Verified email at mtkresearch.com

Machine Learning and Computational Neuroscience


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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	863	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	502	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	349	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	339	2011
On the equivalence of Hopfield networks and Boltzmann machines A Barra, A Bernacchia, E Santucci, P Contucci Neural Networks 34, 1-9, 2012	141	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	46	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 arXiv preprint arXiv:2102.00940, 2021	21	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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