Matthew G. Perich

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Lee E. MillerProfessor of Neuroscience, Physical Medicine and Rehabilitation, Biomedical EngineeringVerified email at northwestern.edu
Juan Alvaro GallegoSenior Lecturer and Group Leader, Department of Bioengineering, Imperial College LondonVerified email at imperial.ac.uk
Sara A. SollaProfessor, Northwestern UniversityVerified email at northwestern.edu
Raeed H. ChowdhuryResearcher, Bioengineering, University of PittsburghVerified email at pitt.edu
Konrad Paul KordingNathan Mossell University Professor (PIK), bioengineering & neuroscience, UPenn, CIFAR LMBVerified email at upenn.edu
Marco CapogrossoUniversity of PittsburghVerified email at pitt.edu
Gregoire COURTINEDirector, .NeuroRestore, Swiss Federal Institute of Technology (EPFL)Verified email at epfl.ch
Joshua I. GlaserAssistant Professor, Northwestern UniversityVerified email at northwestern.edu
Christian EthierAssistant Professor, Université LavalVerified email at ulaval.ca
Kanaka Rajan, PhDAssociate Professor, Harvard Medical SchoolVerified email at hms.harvard.edu
Prof. Claudia ClopathBioengineering, Imperial College LondonVerified email at imperial.ac.uk
Joshua Tate DudmanSenior Group Leader, Janelia Research Campus, Howard Hughes Medical InstituteVerified email at janelia.hhmi.org
Silvestro MiceraEcole Polytechnique Federale de Lausanne (EPFL), Scuola Superiore Sant'Anna (SSSA)Verified email at epfl.ch
Guillaume LajoieAssistant Professor, Applied Mathematics, Université de MontréalVerified email at umontreal.ca
Peter RudebeckIcahn School of Medicine at Mount SinaiVerified email at mssm.edu
Ueli RutishauserCedars-Sinai Medical Center, CaltechVerified email at caltech.edu
Christopher HarveyHarvard Medical SchoolVerified email at hms.harvard.edu
Eilif B. MullerUniversity of Montreal, CHU Ste-Justine Research Center, Quebec Artificial Intelligence InstituteVerified email at umontreal.ca
Henry MarkramProfessor of Neuroscience, EPFLVerified email at epfl.ch
Blake RichardsMila + McGill UniversityVerified email at mila.quebec

Matthew G. Perich

Assistant Professor, Université de Montréal and Mila

Verified email at umontreal.ca - Homepage

Motor Control Neuroprosthetics Neural Dynamics AI


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Neural manifolds for the control of movement JA Gallego, MG Perich, LE Miller, SA Solla Neuron 94 (5), 978-984, 2017	566	2017
Long-term stability of cortical population dynamics underlying consistent behavior JA Gallego, MG Perich, RH Chowdhury, SA Solla^, LE Miller^ Nature Neuroscience, 1-11, 2020	292	2020
Cortical population activity within a preserved neural manifold underlies multiple motor behaviors JA Gallego, MG Perich, SN Naufel, C Ethier, SA Solla, LE Miller Nature communications 9 (1), 4233, 2018	284	2018
Machine learning for neural decoding JI Glaser, AS Benjamin, RH Chowdhury, MG Perich, LE Miller, KP Kording eneuro 7 (4), 2020	279	2020
A neural population mechanism for rapid learning MG Perich, JA Gallego, LE Miller Neuron 100 (4), 964-976. e7, 2018	169	2018
Epidural electrical stimulation of the cervical dorsal roots restores voluntary upper limb control in paralyzed monkeys B Barra, S Conti, MG Perich, K Zhuang, G Schiavone, F Fallegger, ... Nature Neuroscience, 1-11, 2022	72	2022
Rethinking brain-wide interactions through multi-region ‘network of networks’ models MG Perich, K Rajan Current Opinion in Neurobiology 65, 146-151, 2020	64	2020
A cryptography-based approach for movement decoding EL Dyer, M Gheshlaghi Azar, MG Perich, HL Fernandes, S Naufel, ... Nature biomedical engineering 1 (12), 967-976, 2017	63	2017
Population coding of conditional probability distributions in dorsal premotor cortex JI Glaser, MG Perich, P Ramkumar, LE Miller, KP Kording Nature communications 9 (1), 1788, 2018	60	2018
Linear-nonlinear-time-warp-poisson models of neural activity PN Lawlor, MG Perich, LE Miller, KP Kording Journal of computational neuroscience 45, 173-191, 2018	55	2018
Inferring brain-wide interactions using data-constrained recurrent neural network models MG Perich, C Arlt, S Soares, ME Young, CP Mosher, J Minxha, E Carter, ... BioRxiv, 2020.12. 18.423348, 2020	44	2020
Preserved neural dynamics across animals performing similar behaviour M Safaie, JC Chang, J Park, LE Miller, JT Dudman, MG Perich*, ... Nature, 1-7, 2023	41*	2023
Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling S Wen, A Yin, T Furlanello, MG Perich, LE Miller, L Itti Nature Biomedical Engineering 7 (4), 546-558, 2021	36	2021
Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner C Gallego-Carracedo, MG Perich, RH Chowdhury, LE Miller, JÁ Gallego Elife 11, e73155, 2022	35	2022
Motor cortical dynamics are shaped by multiple distinct subspaces during naturalistic behavior MG Perich, S Conti, M Badi, A Bogaard, B Barra, S Wurth, J Bloch, ... BioRxiv, 2020.07. 30.228767, 2020	32	2020
A spinal cord neuroprosthesis for locomotor deficits due to Parkinson’s disease T Milekovic^, E Moraud^, N Macellari, C Moerman, F Raschellà, S Sun, ... Nature Medicine, 1-12, 2023	29	2023
Targeted Neural Dynamical Modeling CL Hurwitz, A Srivastava, K Xu, J Jude, MG Perich, LE Miller, MH Hennig Thirty-Fifth Conference on Neural Information Processing Systems, 2021	27	2021
Altered tuning in primary motor cortex does not account for behavioral adaptation during force field learning MG Perich, LE Miller Experimental Brain Research 235 (9), 2689–2704, 2017	27	2017
Extracellular neural recordings from macaque primary and dorsal premotor motor cortex during a sequential reaching task MG Perich, PN Lawlor, KP Kording, LE Miller CRCNS. org, 2018	24	2018
Small, correlated changes in synaptic connectivity may facilitate rapid motor learning B Feulner, MG Perich, RH Chowdhury, LE Miller, JA Gallego, C Clopath Nature communications 13 (1), 1-14, 2022	23	2022

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