Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics
Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics
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.
Simone D'Agostino、Marco Massarotto、Tristan Torchet、Filippo Moro、Niccolò Castellani、Laurent Grenouillet、Yann Beilliard、David Esseni、Melika Payvand、Elisa Vianello
电子元件、电子组件电子电路计算技术、计算机技术
Simone D'Agostino,Marco Massarotto,Tristan Torchet,Filippo Moro,Niccolò Castellani,Laurent Grenouillet,Yann Beilliard,David Esseni,Melika Payvand,Elisa Vianello.Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics[EB/OL].(2025-06-27)[2025-07-16].https://arxiv.org/abs/2506.22227.点此复制
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