Mattia Rigotti

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Stefano FusiColumbia UniversityDirección de correo verificada de columbia.edu
Earl K. MillerPicower Professor of Neuroscience, Massachusetts Institute of TechnologyDirección de correo verificada de mit.edu
Omri BarakTechnion - Israel Institute of TechnologyDirección de correo verificada de tx.technion.ac.il
Melissa R. WardenAssistant Professor of Neurobiology and Behavior, Cornell UniversityDirección de correo verificada de cornell.edu
Youssef MrouehPrincipal Research Scientist, IBM T.J Watson Research CenterDirección de correo verificada de us.ibm.com
Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityDirección de correo verificada de nyu.edu
Inkit PadhiIBM ResearchDirección de correo verificada de ibm.com
Jérôme MunueraInserm, Paris Brain Institute (ICM), FranceDirección de correo verificada de icm-institute.org
Silvia BernardiAssistant Professor of Psychiatry, Columbia UniversityDirección de correo verificada de columbia.edu
Nathaniel D. DawHuo Professor of Computational and Theoretical Neuroscience, Princeton UniversityDirección de correo verificada de princeton.edu
Daniel Ben Dayan RubinIntel LabsDirección de correo verificada de intel.com
Joseph A. Gogos MD, PhDColumbia University, Zuckerman InstituteDirección de correo verificada de columbia.edu
Joshua A. GordonDirector, National Institute of Mental HealthDirección de correo verificada de nih.gov
Timothy SpellmanAssistant Professor of Neuroscience, University of Connecticut School of MedicineDirección de correo verificada de med.cornell.edu
Susanne AhmariUniversity of PittsburghDirección de correo verificada de upmc.edu
Eric Shea-BrownApplied Mathematics, University of WashingtonDirección de correo verificada de uw.edu
Irina RishUniversity of Montreal / Mila -Quebec AI InstituteDirección de correo verificada de mila.quebec
Brian KingsburyDistinguished Research Staff Member and Manager, IBM T. J. Watson Research Center, Yorktown HeightsDirección de correo verificada de us.ibm.com
Srdjan OstojicEcole Normale Superieure ParisDirección de correo verificada de ens.fr
Malte J RaschSony AI (previously: IBM Research AI)Dirección de correo verificada de sony.com

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Mattia Rigotti

Researcher at IBM Research AI

Dirección de correo verificada de columbia.edu - Página principal

neuroscience neural networks deep learning machine learning computer vision


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
The importance of mixed selectivity in complex cognitive tasks M Rigotti, O Barak, MR Warden, XJ Wang, ND Daw, EK Miller, S Fusi Nature 497 (7451), 585-590, 2013	1551	2013
Hippocampal–prefrontal input supports spatial encoding in working memory T Spellman, M Rigotti, SE Ahmari, S Fusi, JA Gogos, JA Gordon Nature 522 (7556), 309-314, 2015	669	2015
Why neurons mix: high dimensionality for higher cognition S Fusi, EK Miller, M Rigotti Current opinion in neurobiology 37, 66-74, 2016	609	2016
The geometry of abstraction in hippocampus and prefrontal cortex S Bernardi, MK Benna, M Rigotti, J Munuera, S Fusi, D Salzman	276	2018
The sparseness of mixed selectivity neurons controls the generalization–discrimination trade-off O Barak, M Rigotti, S Fusi Journal of Neuroscience 33 (9), 3844-3856, 2013	211	2013
Internal representation of task rules by recurrent dynamics: The importance of the diversity of neural responses M Rigotti, DBD Rubin, XJ Wang, S Fusi Frontiers in Computational Neuroscience 4, 24-29, 2010	198	2010
Abstract context representations in primate amygdala and prefrontal cortex A Saez, M Rigotti, S Ostojic, S Fusi, CD Salzman Neuron 87 (4), 869-881, 2015	171	2015
Shared neural coding for social hierarchy and reward value in primate amygdala J Munuera, M Rigotti, CD Salzman Nature neuroscience 21 (3), 415-423, 2018	92	2018
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables A Choromanska, B Cowen, S Kumaravel, R Luss, M Rigotti, I Rish, ... International Conference on Machine Learning 97, 1193-1202, 2019	82*	2019
Tabular transformers for modeling multivariate time series I Padhi, Y Schiff, I Melnyk, M Rigotti, Y Mroueh, P Dognin, J Ross, R Nair, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021	77	2021
Predictive learning as a network mechanism for extracting low-dimensional latent space representations S Recanatesi, M Farrell, G Lajoie, S Deneve, M Rigotti, E Shea-Brown Nature communications 12 (1), 1417, 2021	60*	2021
Attractor concretion as a mechanism for the formation of context representations M Rigotti, D Ben Dayan Rubin, SE Morrison, CD Salzman, S Fusi Neuroimage 52 (3), 833-847, 2010	58	2010
Hebbian learning in a random network captures selectivity properties of the prefrontal cortex GW Lindsay, M Rigotti, MR Warden, EK Miller, S Fusi Journal of Neuroscience 37 (45), 11021-11036, 2017	49	2017
Energy-efficient neuromorphic classifiers D Marti, M Rigotti, M Seok, S Fusi Neural computation 28 (10), 2011-2044, 2016	41	2016
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge P Dognin, I Melnyk, Y Mroueh, I Padhi, M Rigotti, J Ross, Y Schiff, ... Journal of Artificial Intelligence Research 73, 437-459, 2022	40	2022
Attention-based interpretability with concept transformers M Rigotti, C Miksovic, I Giurgiu, T Gschwind, P Scotton International conference on learning representations, 2021	39	2021
Ben Dayan Rubin D, Wang XJ, Fusi S M Rigotti Internal representation of task rules by recurrent dynamics: the importance …, 2010	39	2010
The implications of categorical and category-free mixed selectivity on representational geometries MT Kaufman, MK Benna, M Rigotti, F Stefanini, S Fusi, AK Churchland Current opinion in neurobiology 77, 102644, 2022	24	2022
Compositional generalization through abstract representations in human and artificial neural networks T Ito, T Klinger, D Schultz, J Murray, M Cole, M Rigotti Advances in Neural Information Processing Systems 35, 32225-32239, 2022	22	2022
Self-correcting Q-Learning R Zhu, M Rigotti Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 11185 …, 2020	16	2020

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