Sumedh R. Risbud

According to our database, Sumedh R. Risbud authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Solving QUBO on the Loihi 2 Neuromorphic Processor.

Alessandro Pierro, Philipp Stratmann, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Timothy Shea, Ashish Rao Mangalore, Andreas Wild

CoRR, 2024

Neuromorphic quadratic programming for efficient and scalable model predictive control.

Ashish Rao Mangalore, Gabriel Andrés Fonseca Guerra, Sumedh R. Risbud, Philipp Stratmann, Andreas Wild

CoRR, 2024

Parallelized Multi-Agent Bayesian Optimization in Lava.

Shay Snyder, Derek Gobin, Victoria Clerico, Sumedh R. Risbud, Maryam Parsa

Proceedings of the International Conference on Neuromorphic Systems, 2024

Learning to Estimate Regions of Attraction of Autonomous Dynamical Systems Using Bayesian Physics Informed Neural Networks.

Cody Scharzenberger, Shay Snyder, Sumedh R. Risbud, Joe Hays, Maryam Parsa

Proceedings of the International Conference on Neuromorphic Systems, 2024

Asynchronous Neuromorphic Optimization in Lava.

Shay Snyder, Sumedh R. Risbud, Maryam Parsa

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Transductive Spiking Graph Neural Networks for Loihi.

Shay Snyder, Victoria Clerico, Guojing Cong, Shruti R. Kulkarni, Catherine D. Schuman, Sumedh R. Risbud, Maryam Parsa

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

Neuromorphic Bayesian Optimization in Lava.

Shay Snyder, Sumedh R. Risbud, Maryam Parsa

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor.

Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

2022

A review of non-cognitive applications for neuromorphic computing.

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

Neuromorph. Comput. Eng., June, 2022

NC-Emotions: Neuromorphic hardware accelerator design for facial emotion recognition.

B. S. Ajay, Sumedh R. Risbud, Madhav Rao

Proceedings of the 29th IEEE International Conference on Electronics, Circuits and Systems, 2022

2021

Advancing Neuromorphic Computing With Loihi: A Survey of Results and Outlook.

Mike Davies, Andreas Wild, Garrick Orchard, Yulia Sandamirskaya, Gabriel A. Fonseca Guerra, Prasad Joshi, Philipp Plank, Sumedh R. Risbud

Proc. IEEE, 2021