Crossing the cleft: communication challenges between neuroscience and artificial intelligence FS Chance, JB Aimone, SS Musuvathy, MR Smith, CM Vineyard, F Wang Frontiers in computational neuroscience 14, 39, 2020 | 24 | 2020 |
A scalable approach to modeling on accelerated neuromorphic hardware E Müller, E Arnold, O Breitwieser, M Czierlinski, A Emmel, J Kaiser, ... Frontiers in neuroscience 16, 884128, 2022 | 19 | 2022 |
Truly heterogeneous hpc: Co-design to achieve what science needs from hpc SG Cardwell, C Vineyard, W Severa, FS Chance, F Rothganger, F Wang, ... Driving Scientific and Engineering Discoveries Through the Convergence of …, 2020 | 19 | 2020 |
On a standing wave central pattern generator and the coherence problem E Jonckheere, P Lohsoonthorn, S Musuvathy, V Mahajan, M Stefanovic Biomedical Signal Processing and Control 5 (4), 336-347, 2010 | 17 | 2010 |
Trajectory planning with deep reinforcement learning in high-level action spaces KR Williams, R Schlossman, D Whitten, J Ingram, S Musuvathy, J Pagan, ... IEEE Transactions on Aerospace and Electronic Systems, 2022 | 11 | 2022 |
Visualization of a stationary CPG-revealing spinal wave A Hiebert, E Jonckheere, P Lohsoonthorn, V Mahajan, S Musuvathy, ... Stud Health Technol Inform 119, 198-200, 2006 | 8 | 2006 |
Detection of low-dimensional chaos in quasi-periodic time series: The 0-1 test F Ascani, P Keeler, R Kubiak, S Laney, S Musuvathy, D Papo Technical Report, Santa Fe Institute Complex Systems Summer School, 2008 | 7 | 2008 |
Evidence of spatio-temporal transition to chaos in the spine S Musuvathy, E Jonckheere 2010 4th International Symposium on Communications, Control and Signal …, 2010 | 5 | 2010 |
Neural Mini-Apps as a Tool for Neuromorphic Computing Insight C Vineyard, S Cardwell, F Chance, S Musuvathy, F Rothganger, ... Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | 3 | 2022 |
Threat data generation for space systems MG Sahakian, S Musuvathy, J Thorpe, S Verzi, E Vugrin, M Dykstra 2021 IEEE Space Computing Conference (SCC), 100-109, 2021 | 3 | 2021 |
A biologically inspired synchronization of lumped parameter oscillators through a distributed parameter channel E Jonckheere, S Musuvathy, M Stefanovic Control of Distributed Parameter Systems, 87, 2007 | 3 | 2007 |
Coherently interacting dynamics in the neuromuscular system S Musuvathy University of Southern California, 2011 | 2 | 2011 |
Localization through Grid-basedEncodings on Digital Elevation Models F Wang, C Teeter, S Luca, S Musuvathy, B Aimone Proceedings of the 2022 Annual Neuro-Inspired Computational Elements …, 2022 | 1 | 2022 |
Distributed Localization with Grid-based Representations on Digital Elevation Models F Wang, C Teeter, S Luca, S Musuvathy, JB Aimone Proceedings of the International Conference on Neuromorphic Systems 2022, 1-5, 2022 | | 2022 |
Shortest Path Navigation using Reinforcement Learning. T Bailey, A Gomez Rivera, S Musuvathy Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022 | | 2022 |
Predictive Data-driven Platform for Subsurface Energy Production H Yoon, S Verzi, K Cauthen, S Musuvathy, D Melander, K Norland, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021 | | 2021 |
GAMVT: A Generative Algorithm for MultiVariate Timeseries Data. J Thorpe, S Musuvathy, S Verzi, E Vugrin, M Dykstra, M Sahakian Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021 | | 2021 |
Platform-Agnostic Neural Algorithm Composition using Fugu. WM Severa, JB Aimone, CM Vineyard, S Musuvathy, Y Ho, ZA Kane, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2021 | | 2021 |
Truly Heterogeneous HPC: Co-design to Achieve What Science Needs from HPC JB Aimone Driving Scientific and Engineering Discoveries Through the Convergence of …, 2020 | | 2020 |
Machine learning approaches for modeling spatio-temporal patterns in subsurface energy production K Cauthen, S Musuvathy, J Kaikaus, SJ Verzi, H Yoon AGU Fall Meeting Abstracts 2020, H052-09, 2020 | | 2020 |