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Brain-Inspired Wireless Communications

NeuroComm: Brain-Inspired Wireless Communications – From Theoretical Foundations to Implementation for 6G and Beyond
PIs: Simeone and Rajendran
Sponsor: Engineering and Physical Sciences Research Council & US National Science Foundation


This project explores integrated neuromorphic sensing and computing which is emerging as alternative, brain-inspired, paradigms for efficient data collection and semantic signal processing that build on event-driven measurements, in-memory computing, spike-based information processing, reduced precision and increased stochasticity, and adaptability via learning in hardware.

A collage on neuro-inspired computing showing brain-machine communication, robotic arm, neuron diagrams, neuromorphic circuits, and a graph comparing accuracy vs efficiency in NeuroComm and conventional methods.
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