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physics.app-ph2024
Realizing Linear Synaptic Plasticity in Electric Double Layer-Gated Transistors for Improved Predictive Accuracy and Efficiency in Neuromorphic Computing
Nithil Harris Manimaran, Cori Sutton, Jake Streamer +2
Neuromorphic computing offers a low-power, parallel alternative to traditional von Neumann architectures by addressing the sequential data processing bottlenecks. Electric double l…
cs.NE2024
Contrastive Learning in Memristor-based Neuromorphic Systems
Cory Merkel, Alexander Ororbia
Spiking neural networks, the third generation of artificial neural networks, have become an important family of neuron-based models that sidestep many of the key limitations facing…