Sumedh R. Risbud

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Optimization Problems

Model Predictive Control

Monte Carlo Sampling

Bayesian Analysis

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Shay Snyder, Victoria Clerico, Guojing Cong, Shruti R. Kulkarni, Catherine D. Schuman, Sumedh R. Risbud, Maryam Parsa
Transductive Spiking Graph Neural Networks for Loihi. CoRR (2024)
Shay Snyder, Derek Gobin, Victoria Clerico, Sumedh R. Risbud, Maryam Parsa
Parallelized Multi-Agent Bayesian Optimization in Lava. CoRR (2024)
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
Asynchronous Neuromorphic Optimization in Lava. ACM Great Lakes Symposium on VLSI (2024)
Shay Snyder, Victoria Clerico, Guojing Cong, Shruti R. Kulkarni, Catherine D. Schuman, Sumedh R. Risbud, Maryam Parsa
Transductive Spiking Graph Neural Networks for Loihi. ACM Great Lakes Symposium on VLSI (2024)
Ashish Rao Mangalore, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Philipp Stratmann, Andreas Wild
Neuromorphic quadratic programming for efficient and scalable model predictive control. CoRR (2024)
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
Asynchronous Neuromorphic Optimization with Lava. CoRR (2024)
Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins
Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor. ICONS (2023)
Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins
Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor. CoRR (2023)
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
Neuromorphic Bayesian Optimization in Lava. ICONS (2023)
Shay Snyder, Sumedh R. Risbud, Maryam Parsa
Neuromorphic Bayesian Optimization in Lava. CoRR (2023)
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
A review of non-cognitive applications for neuromorphic computing. Neuromorph. Comput. Eng. 2 (2) (2022)
B. S. Ajay, Sumedh R. Risbud, Madhav Rao
NC-Emotions: Neuromorphic hardware accelerator design for facial emotion recognition. ICECS 2022 (2022)
Mike Davies, Andreas Wild, Garrick Orchard, Yulia Sandamirskaya, Gabriel A. Fonseca Guerra, Prasad Joshi, Philipp Plank, Sumedh R. Risbud
Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook. Proc. IEEE 109 (5) (2021)