Concept
Intelligence computationnelle
Publications associées (6)
EdgeAI-Aware Design of In-Memory Computing Architectures
Driven by the demand for real-time processing and the need to minimize latency in AI algorithms, edge computing has experienced remarkable progress. Decision-making AI applications stand out for their heavy reliance on data-centric operations, predominantl ...
EPFL2024Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
Irem Boybat Kara, Evangelos Eleftheriou, Abu Sebastian
Spiking neural networks (SNN) are computational models inspired by the brain's ability to naturally encode and process information in the time domain. The added temporal dimension is believed to render them more computationally efficient than the conventio ...
2020