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 | 33 | 2022 |
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 | 25 | 2020 |
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 | 22 | 2020 |
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 59 (3), 2513-2529, 2022 | 18 | 2022 |
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 | 18 | 2010 |
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 Tech. Rep., 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 | 6 | 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 | 5 | 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 | 5 | 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 |
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 | 2 | 2022 |
Coherently interacting dynamics in the neuromuscular system S Musuvathy University of Southern California, 2011 | 2 | 2011 |
A spiking neuromorphic algorithm for markov reward processes S Luca, F Wang, S Musuvathy 2024 International Conference on Neuromorphic Systems (ICONS), 350-357, 2024 | 1 | 2024 |
Biological Dynamics Enabling Training of Binary Recurrent Networks GW Chapman, C Teeter, S Agarwal, TP Xiao, P Hays, SS Musuvathy 2024 Neuro Inspired Computational Elements Conference (NICE), 1-7, 2024 | 1 | 2024 |
Reinforcement Learning Approach to Cybersecurity in Space (RELACSS) S Musuvathy, AO Gomez Rivera, T Bailey, SJ Verzi, MA Sahakian, V Urias, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2023 | | 2023 |
Building Scalable, Composable Spiking Neural Algorithms with Fugu S Musuvathy, WM Severa, CM Vineyard Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2023 | | 2023 |
Introduction to Non-Deep Neural Network Techniques S Musuvathy Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2023 | | 2023 |
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 |