Study on sneak path effect in self-rectifying crossbar arrays based on emerging memristive devices

Z Chen, G Zhang, H Cai, C Bengel, F Liu… - Frontiers in Electronic …, 2022 - frontiersin.org
The high demand for performance and energy efficiency poses significant challenges for
computing systems in recent years. The memristor-based crossbar array architecture is …

Weight Update Scheme for 1T1R Memristor Array Based Equilibrium Propagation

B Taylor, X Yang, H Li - … Conference on AI Circuits and Systems …, 2024 - ieeexplore.ieee.org
While local learning rules like equilibrium propagation have been theorized as efficient
algorithms to implement with memristor technology, few works have simulated this algorithm …

Learning rules for CMOS-memristive co-integrated neuromorphic hardware

S Siegel, R Dittmann, E Neftci - 2024 - publications.rwth-aachen.de
Kurzfassung Die Entwicklung und Integration von künstlichen intelligenten (KI) Systemen
durchdringt heute viele Bereiche des menschlichen Lebens und verspricht dabei neue …