Alberto Bernacchia

Cited by

	All	Since 2016
Citations	1309	1041
h-index	13	10
i10-index	14	11

360

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270

20062007200820092010201120122013201420152016201720182019202020214 6 13 6 7 18 33 44 51 65 86 137 179 230 342 67

Co-authors

Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityVerified email at nyu.edu
John D. MurrayAssistant Professor of Psychiatry, Neuroscience, and Physics, Yale UniversityVerified email at yale.edu
Hyojung SeoPsychiatry, Yale University School of MedicineVerified email at yale.edu
Daeyeol LeeJohns Hopkins UniversityVerified email at jhu.edu
ranulfo romoProfesor de Neurociencias, Universidad Nacional Autónoma de MéxicoVerified email at ifc.unam.mx
Camillo Padoa-SchioppaWashington Universtity St LouisVerified email at wustl.edu
Joni WallisUniversity of California at BerkeleyVerified email at berkeley.edu
Tatiana PasternakUniversity of RochesterVerified email at ur.rochester.edu
David J. FreedmanThe University of ChicagoVerified email at uchicago.edu
Adriano BarraDipartimento di Matematica e Fisica "Ennio De Giorgi", Università del SalentoVerified email at roma1.infn.it
Pierluigi ContucciProfessor of Mathematical Physics, Alma Mater Studiorum - University of BolognaVerified email at unibo.it
Christos ConstantinidisProfessor of Biomedical Engineering, Vanderbilt UniversityVerified email at vanderbilt.edu
Joshua B BurtYale UniversityVerified email at yale.edu
Murat DemirtaşPostdoctoral Associate, UPFVerified email at upf.edu
Alan AnticevicYale UniversityVerified email at yale.edu
Simone PigolottiAssociate Professor, OISTVerified email at oist.jp
Philippe NaveauResearcher CNRS LSCE ESTIMRVerified email at lsce.ipsl.fr
Rishidev ChaudhuriAssistant Professor, University of California, DavisVerified email at ucdavis.edu
Shaul HochsteinHebrew UniversityVerified email at vms.huji.ac.il
Giandomenico (GD) IannettiProfessor of Neuroscience; Istituto Italiano di Tecnologia and University College LondonVerified email at ucl.ac.uk

Alberto Bernacchia

Research Scientist, University of Cambridge

Verified email at cam.ac.uk

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	418	2014
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	234	2011
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	164	2017
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	150	2018
On the equivalence of hopfield networks and boltzmann machines A Barra, A Bernacchia, E Santucci, P Contucci Neural Networks 34, 1-9, 2012	87	2012
Multiple-object working memory—a model for behavioral performance DJ Amit, A Bernacchia, V Yakovlev Cerebral Cortex 13 (5), 435-443, 2003	64	2003
A diversity of localized timescales in network activity R Chaudhuri, A Bernacchia, XJ Wang elife 3, e01239, 2014	45	2014
Self‐consistent method for density estimation A Bernacchia, S Pigolotti Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2011	30	2011
Decorrelation by recurrent inhibition in heterogeneous neural circuits A Bernacchia, XJ Wang Neural computation 25 (7), 1732-1767, 2013	24	2013
Exact natural gradient in deep linear networks and application to the nonlinear case A Bernacchia, M Lengyel, G Hennequin NIPS, 2019	21	2019
Multi-item working memory—a behavioral study V Yakovlev, A Bernacchia, T Orlov, S Hochstein, D Amit Cerebral Cortex 15 (5), 602-615, 2005	17	2005
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
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
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	10	2018
Self-consistent density estimation J Luedicke, A Bernacchia The Stata Journal 14 (2), 237-258, 2014	8	2014
The interplay of plasticity and adaptation in neural circuits: a generative model A Bernacchia Frontiers in synaptic neuroscience 6, 26, 2014	6	2014
A latch on priming A Bernacchia, G La Camera, F Lavigne Frontiers in psychology 5, 869, 2014	2	2014
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, 2020	1	2020
Meta-learning with negative learning rates A Bernacchia arXiv preprint arXiv:2102.00940, 2021		2021
Cyclic orthogonal convolutions for long-range integration of features F Freddi, JR Garcia, M Bromberg, S Jalali, DS Shiu, A Chua, ... arXiv preprint arXiv:2012.06462, 2020		2020

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