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.
no code implementations • 23 Nov 2020 • Edward Kim, Maryam Daniali, Jocelyn Rego, Garrett T. Kenyon
Research has shown that neurons within the brain are selective to certain stimuli.