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Aug 13, 2024

Single neuromorphic memristor closely emulates multiple synaptic mechanisms for energy efficient neural networks

Posted by in categories: biological, robotics/AI

Biological neural networks demonstrate complex memory and plasticity functions. This work proposes a single memristor based on SrTiO3 that emulates six synaptic functions for energy efficient operation. The bio-inspired deep neural network is trained to play Atari Pong, a complex reinforcement learning task in a dynamic environment.

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