Matthew G. Perich

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Lee E. MillerProfessor of Physiology, Physical Medicine and Rehabilitation, Biomedical Engineering, NorthwesternVerified email at northwestern.edu
Juan Álvaro GallegoLecturer, Department of Bioengineering, Imperial College LondonVerified email at imperial.ac.uk
Sara A. SollaProfessor, Northwestern UniversityVerified email at northwestern.edu
Raeed H. ChowdhuryPostdoctoral Scholar, Bioengineering, University of PittsburghVerified email at pitt.edu
Konrad Paul KordingUniversity Professor (PIK), bioengineering and neuroscience, UPennVerified email at upenn.edu
Joshua I. GlaserPostdoc, Columbia UniversityVerified email at columbia.edu
Christian EthierAssistant Professor, Université LavalVerified email at ulaval.ca
Tomislav MilekovicUniversity of GenevaVerified email at unige.ch
Marco CapogrossoUniversity of PittsburghVerified email at pitt.edu
Gregoire COURTINEDirector, .NeuroRestore, Swiss Federal Institute of Technology (EPFL)Verified email at epfl.ch
Kanaka RajanAssistant Professor, Mount SinaiVerified email at mssm.edu
Silvestro MiceraEcole Polytechnique Federale de Lausanne (EPFL), Scuola Superiore Sant'Anna (SSSA)Verified email at epfl.ch
Andrew BogaardMedical Scientist Training Program, University of WashingtonVerified email at uw.edu
Eva L. DyerGeorgia Institute of TechnologyVerified email at gatech.edu
Patrick N. Lawlor, MD, PhDResident Physician, Pediatric Neurology, Children's Hospital of PhiladelphiaVerified email at chop.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
Stéphanie P. LacourBertarelli Foundation chair in Neuroprosthetic Technology, Center for Neuroprosthetics, School ofVerified email at epfl.ch
Peter RudebeckIcahn School of Medicine at Mount SinaiVerified email at mssm.edu
Ueli RutishauserCedars-Sinai Medical Center, and CaltechVerified email at caltech.edu

Matthew G. Perich

Postdoc, Icahn School of Medicine at Mount Sinai

Verified email at mssm.edu - Homepage

Motor Control Neuroprosthetics Neural Dynamics


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Neural manifolds for the control of movement JA Gallego, MG Perich, LE Miller, SA Solla Neuron 94 (5), 978-984, 2017	178	2017
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), 1-13, 2018	92	2018
Machine learning for neural decoding JI Glaser, AS Benjamin, RH Chowdhury, MG Perich, LE Miller, KP Kording Eneuro 7 (4), 2020	91	2020
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	78	2020
A neural population mechanism for rapid learning MG Perich, JA Gallego, LE Miller Neuron 100 (4), 964-976. e7, 2018	77	2018
Population coding of conditional probability distributions in dorsal premotor cortex JI Glaser, MG Perich, P Ramkumar, LE Miller, KP Kording Nature communications 9 (1), 1-14, 2018	26	2018
A cryptography-based approach for movement decoding EL Dyer, MG Azar, MG Perich, HL Fernandes, S Naufel, LE Miller, ... Nature biomedical engineering 1 (12), 967-976, 2017	25	2017
Linear-nonlinear-time-warp-poisson models of neural activity PN Lawlor, MG Perich, LE Miller, KP Kording Journal of computational neuroscience 45 (3), 173-191, 2018	21	2018
Network-timing-dependent plasticity V Delattre, D Keller, MG Perich, H Markram, EB Muller Frontiers in Cellular Neuroscience 9 (220), 2015	18	2015
Towards an ultrasound probe with vision: Structured light to determine surface orientation S Horvath, J Galeotti, B Wang, MG Perich, J Wang, M Siegel, P Vescovi, ... Workshop on Augmented Environments for Computer-Assisted Interventions, 58-64, 2011	15	2011
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	12	2017
Rethinking brain-wide interactions through multi-region ‘network of networks’ models MG Perich, K Rajan Current Opinion in Neurobiology 65, 146-151, 2020	11	2020
A versatile robotic platform for the design of natural, three-dimensional reaching and grasping tasks in monkeys B Barra, M Badi, MG Perich, S Conti, SSM Salehian, F Moreillon, ... Journal of neural engineering 17 (1), 016004, 2019	7	2019
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	5	2020
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, 2021	3	2021
Representation of stimulus speed and direction in vibrissal-sensitive regions of the trigeminal nuclei: a comparison of single unit and population responses AS Kaloti, EC Johnson, CS Bresee, SN Naufel, MG Perich, DL Jones, ... PloS one 11 (7), e0158399, 2016	3	2016
Epidural Electrical Stimulation of the Cervical Dorsal Roots Restores Voluntary Arm Control In Paralyzed Monkeys B Barra, S Conti, MG Perich, K Zhuang, G Schiavone, F Fallegger, ... bioRxiv, 2020.11. 13.379750, 2021	2	2021
Epidural Electrical Stimulation Of The Cervical Dorsal Roots Restores Voluntary Arm Control In Paralyzed Monkeys M Capogrosso, B Barra, S Conti, M Perich, K Zhuang, G Schiavone, ...		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, JA Gallego bioRxiv, 2021		2021
Current-Based Decomposition of Multi-Region Population Activity Using Data-Driven Recurrent Neural Network Models MG Perich, C Spencer-Salmon, T Benster, K Deisseroth, K Rajan NEUROPSYCHOPHARMACOLOGY 45 (SUPPL 1), 313-313, 2020		2020

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