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Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics
Published 27 Jun 2025 in cs.ET, cs.NE, and eess.SP | (2506.22227v1)
Abstract: We present a fabricated and experimentally characterized memory stack that unifies memristive and memcapacitive behavior. Exploiting this dual functionality, we design a circuit enabling simultaneous control of spatial and temporal dynamics in recurrent spiking neural networks (RSNNs). Hardware-aware simulations highlight its promise for efficient neuromorphic processing.
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