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Collaborative Research: SHF: Medium: Memory-efficient Algorithm and Hardware Co-Design for — NSF Award to University of Southern C

In today's rapidly advancing world of Artificial Intelligence (AI), energy efficiency has emerged as a crucial factor to facilitate the ubiquitous development of intelligent systems. The efficient deployment of AI holds the key to overcoming limitations posed by power-constrained devices and contributes to sustainable

Award titleCollaborative Research: SHF: Medium: Memory-efficient Algorithm and Hardware Co-Design for
Award ID2607757
AwardeeUniversity of Southern California
CityLOS ANGELES
StateCA
Amount obligated$411,682
Principal investigatorPriyadarshini Panda
ProgramSoftware & Hardware Foundation, FET-Fndtns of Emerging Tech
Start date10/01/2025
AbstractIn today's rapidly advancing world of Artificial Intelligence (AI), energy efficiency has emerged as a crucial factor to facilitate the ubiquitous development of intelligent systems. The efficient deployment of AI holds the key to overcoming limitations posed by power-constrained devices and contributes to sustainable technological progress. Neuromorphic computing offers a brain-inspired paradigm of AI, called Spiking Neural Networks (SNNs), that represents a promising step forward in sustainabl
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