Sumedh R. Risbud

17 papers Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Neuromorphic Quadratic Programming for Efficient and Scalable Model Predictive Control: Towards Advancing Speed and Energy Efficiency in Robotic Control.
IEEE Robotics Autom. Mag.
Ashish Rao Mangalore, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Philipp Stratmann, Andreas Wild
2024 — conf
Asynchronous Neuromorphic Optimization in Lava.
ACM Great Lakes Symposium on VLSI
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
2024 J jnl
Asynchronous Neuromorphic Optimization with Lava.
CoRR
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
2024 — conf
Learning to Estimate Regions of Attraction of Autonomous Dynamical Systems Using Bayesian Physics Informed Neural Networks.
ICONS
Cody Scharzenberger, Shay Snyder, Sumedh R. Risbud, Joe Hays, Maryam Parsa
2024 J jnl
Neuromorphic quadratic programming for efficient and scalable model predictive control.
CoRR
Ashish Rao Mangalore, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Philipp Stratmann, Andreas Wild
2024 — conf
Parallelized Multi-Agent Bayesian Optimization in Lava.
ICONS
Shay Snyder, Derek Gobin, Victoria Clerico, Sumedh R. Risbud, Maryam Parsa
2024 J jnl
Parallelized Multi-Agent Bayesian Optimization in Lava.
CoRR
Shay Snyder, Derek Gobin, Victoria Clerico, Sumedh R. Risbud, Maryam Parsa
2024 J jnl
Solving QUBO on the Loihi 2 Neuromorphic Processor.
CoRR
Alessandro Pierro, Philipp Stratmann, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Timothy Shea, Ashish Rao Mangalore, Andreas Wild
2024 — conf
Transductive Spiking Graph Neural Networks for Loihi.
ACM Great Lakes Symposium on VLSI
Shay Snyder, Victoria Clerico, Guojing Cong, Shruti R. Kulkarni, Catherine D. Schuman, Sumedh R. Risbud, Maryam Parsa
2024 J jnl
Transductive Spiking Graph Neural Networks for Loihi.
CoRR
Shay Snyder, Victoria Clerico, Guojing Cong, Shruti R. Kulkarni, Catherine D. Schuman, Sumedh R. Risbud, Maryam Parsa
2023 — conf
Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor.
ICONS
Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins
2023 J jnl
Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor.
CoRR
Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins
2023 — conf
Neuromorphic Bayesian Optimization in Lava.
ICONS
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
2023 J jnl
Neuromorphic Bayesian Optimization in Lava.
CoRR
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
2022 J jnl
A review of non-cognitive applications for neuromorphic computing.
Neuromorph. Comput. Eng.
James B. Aimone, Prasanna Date, Gabriel A. Fonseca Guerra, Kathleen E. Hamilton, Kyle Henke, Bill Kay, Garrett T. Kenyon, Shruti R. Kulkarni, Susan M. Mniszewski, Maryam Parsa, Sumedh R. Risbud, Catherine D. Schuman, William Severa, J. Darby Smith
2022 — conf
NC-Emotions: Neuromorphic hardware accelerator design for facial emotion recognition.
ICECS 2022
B. S. Ajay, Sumedh R. Risbud, Madhav Rao
2021 J jnl
Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook.
Proc. IEEE
Mike Davies, Andreas Wild, Garrick Orchard, Yulia Sandamirskaya, Gabriel A. Fonseca Guerra, Prasad Joshi, Philipp Plank, Sumedh R. Risbud