no code implementations • 9 Feb 2024 • Darryl Hannan, Ragib Arnab, Gavin Parpart, Garrett T. Kenyon, Edward Kim, Yijing Watkins
In this paper, we investigate the viability of event streams for overhead object detection.
no code implementations • 25 Jul 2023 • Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins
Neuromorphic processors have garnered considerable interest in recent years for their potential in energy-efficient and high-speed computing.
no code implementations • 30 May 2022 • Gavin Parpart, Carlos Gonzalez, Terrence C. Stewart, Edward Kim, Jocelyn Rego, Andrew O'Brien, Steven Nesbit, Garrett T. Kenyon, Yijing Watkins
The Locally Competitive Algorithm (LCA) uses local competition between non-spiking leaky integrator neurons to infer sparse representations, allowing for potentially real-time execution on massively parallel neuromorphic architectures such as Intel's Loihi processor.