Jonathan A. Michaels

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Hansjörg ScherbergerNeurobiology Lab, German Primate Center & University of Göttingen, GermanyVerified email at gwdg.de
Benjamin DannGerman Primate Center (DPZ)Verified email at dpz.eu
J. Andrew PruszynskiAssociate Professor, Canada Research Chair in Sensorimotor Neuroscience, Western University, CanadaVerified email at uwo.ca
Andres Agudelo-ToroPostdoc, German Primate Center GöttingenVerified email at dpz.eu
Olivier CodolPostdoctoral Researcher, Mila (Quebec AI Institute)Verified email at mila.quebec
Stephen ScottProfessor, Department of Biomedical and Molecular Sciences, Queen's UniversityVerified email at queensu.ca
Mehrdad KashefiWestern UniversityVerified email at uwo.ca
Paul L. GribbleWestern University, CanadaVerified email at uwo.ca
Jörn DiedrichsenWestern University, CanadaVerified email at uwo.ca
Jeffrey WeilerSchulich School of Medicine and Dentistry , University of Western OntarioVerified email at uwo.ca
Giacomo ArianiSenior Editor, Nature Human BehaviourVerified email at nature.com
Federico W. PasiniAssistant Professor, Huron University CollegeVerified email at campus.unimib.it
Jan MinacProfessor at Western UniversityVerified email at uwo.ca
Alexandra N. BuschWestern UniversityVerified email at uwo.ca
Roberto C. BudzinskiPostdoctoral scholar, Western University and Fields InstituteVerified email at uwo.ca
Megan RoussyUniversity of Western OntarioVerified email at uwo.ca
Julio Martinez-TrujilloWestern University, Robarts Research InstituteVerified email at robarts.ca
Lyle MullerAssistant Professor, Department of Mathematics, Western U | Director, Fields Lab for Network ScienceVerified email at uwo.ca

Jonathan A. Michaels

Assistant Professor, School of Kinesiology and Health Science, York University

Verified email at yorku.ca - Homepage

neural population dynamics motor control recurrent neural networks artificial intelligence


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Neural population dynamics during reaching are better explained by a dynamical system than representational tuning JA Michaels, B Dann, H Scherberger PLoS computational biology 12 (11), e1005175, 2016	168	2016
A goal-driven modular neural network predicts parietofrontal neural dynamics during grasping JA Michaels, S Schaffelhofer, A Agudelo-Toro, H Scherberger Proceedings of the national academy of sciences 117 (50), 32124-32135, 2020	116*	2020
Uniting functional network topology and oscillations in the fronto-parietal single unit network of behaving primates B Dann, JA Michaels, S Schaffelhofer, H Scherberger Elife 5, e15719, 2016	91	2016
Predicting reaction time from the neural state space of the premotor and parietal grasping network JA Michaels, B Dann, RW Intveld, H Scherberger Journal of Neuroscience 35 (32), 11415-11432, 2015	79	2015
Rapid motor responses quickly integrate visuospatial task constraints L Yang, JA Michaels, JA Pruszynski, SH Scott Experimental Brain Research 211, 231-242, 2011	56	2011
Population coding of grasp and laterality-related information in the macaque fronto-parietal network JA Michaels, H Scherberger Scientific reports 8 (1), 1710, 2018	50	2018
Neural coding of intended and executed grasp force in macaque areas AIP, F5, and M1 RW Intveld, B Dann, JA Michaels, H Scherberger Scientific Reports 8 (1), 17985, 2018	32	2018
Neural dynamics of variable Grasp-Movement preparation in the macaque frontoparietal network JA Michaels, B Dann, RW Intveld, H Scherberger Journal of Neuroscience 38 (25), 5759-5773, 2018	31	2018
Myomatrix arrays for high-definition muscle recording B Chung, M Zia, KA Thomas, JA Michaels, A Jacob, A Pack, MJ Williams, ... Elife 12, RP88551, 2023	28	2023
MotorNet, a Python toolbox for controlling differentiable biomechanical effectors with artificial neural networks O Codol, JA Michaels, M Kashefi, JA Pruszynski, PL Gribble Elife 12, RP88591, 2024	18	2024
hebbRNN: A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks JA Michaels, H Scherberger The Journal of Open Source Software 2016, 2016	5	2016
Sensory expectations shape neural population dynamics in motor circuits JA Michaels, M Kashefi, J Zheng, O Codol, J Weiler, R Kersten, JC Lau, ... BioRxiv, 2024.12. 22.629295, 2024	1	2024
Accurate neural control of a hand prosthesis by posture-related activity in the primate grasping circuit A Agudelo-Toro, JA Michaels, WA Sheng, H Scherberger Neuron 112 (24), 4115-4129. e8, 2024	1	2024
A mathematical language for linking fine-scale structure in spikes from hundreds to thousands of neurons with behaviour AN Busch, RC Budzinski, FW Pasini, J Mináč, JA Michaels, M Roussy, ... ArXiv, arXiv: 2412.03804 v2, 2025		2025
A paradigm to study the learning of muscle activity patterns outside of the natural repertoire A Ghavampour, M Emanuele, SR Sayyid, JJ Orban de Xivry, JA Michaels, ... bioRxiv, 2025.02. 13.638098, 2025		2025
Computation-through-Dynamics Benchmark: Simulated datasets and quality metrics for dynamical models of neural activity C Versteeg, JD McCart, M Ostrow, DM Zoltowski, CB Washington, ... bioRxiv, 2025.02. 07.637062, 2025		2025
An application-based taxonomy for brain–computer interfaces JT Robinson, SL Norman, MR Angle, TG Constandinou, T Denison, ... Nature Biomedical Engineering, 1-3, 2024		2024
Aiming for stable control O Codol, G Ariani, JA Michaels Nature Neuroscience 23 (3), 298-300, 2020		2020
Towards population coding principles in the primate premotor and parietal grasping network JA Michaels Niedersächsische Staats-und Universitätsbibliothek Göttingen, 2017		2017
Separable decoding of cue, intention, and movement information from the fronto-parietal grasping-network B Dann, JA Michaels, H Scherberger Proceedings of the Sixth International Brain-Computer Interface Meeting: BCI …, 2016		2016

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