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The brain is a diverse place, why not computing?

2026/07/13 by Peyton Chandarana, James B. Aimone · 1 voice
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing

paper · doi:10.1038/s42256-026-01273-1

Abstract

Nature Machine Intelligence, Published online: 13 July 2026; doi:10.1038/s42256-026-01273-1 The brain’s architecture exhibits diversity across many temporal and spatial scales, yet our computing architectures remain largely homogeneous. Low-powered neuromorphic hardware offers a path towards energy-efficient AI, but could these approaches be improved with heterogeneous computing architectures?

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