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Matthew G. Perich
Matthew G. Perich
Assistant Professor, Université de Montréal and Mila
Verified email at umontreal.ca - Homepage
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
6032017
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
3222020
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
3072018
Machine learning for neural decoding
JI Glaser, AS Benjamin, RH Chowdhury, MG Perich, LE Miller, KP Kording
eneuro 7 (4), 2020
2982020
A neural population mechanism for rapid learning
MG Perich, JA Gallego, LE Miller
Neuron 100 (4), 964-976. e7, 2018
1802018
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
782022
Rethinking brain-wide interactions through multi-region ‘network of networks’ models
MG Perich, K Rajan
Current Opinion in Neurobiology 65, 146-151, 2020
712020
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
642017
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
622018
Preserved neural dynamics across animals performing similar behaviour
M Safaie, JC Chang, J Park, LE Miller, JT Dudman, MG Perich*, ...
Nature, 1-7, 2023
58*2023
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
582018
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
532020
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
432023
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
422022
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
382021
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
362021
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
332020
A Unified, Scalable Framework for Neural Population Decoding
M Azabou, V Arora, V Ganesh, X Mao, S Nachimuthu, MJ Mendelson, ...
NeurIPS, 2023
302023
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
272017
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
252022
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Articles 1–20