研究目的
To model the experimentally observed innate stochasticity in memristors in a circuit compatible format and explore its implications for neuromorphic engineering circuits design and digital designs.
研究成果
The paper presents a comprehensive model for incorporating stochasticity into memristor behavior, verified through experimental data and simulations. It highlights the potential benefits for neuromorphic engineering and the challenges for digital designs, suggesting a need for careful application based on the intended use case.
研究不足
The model's applicability is primarily to threshold-based memristor models. The stochasticity may introduce unpredictability in digital designs, requiring careful consideration in variability intolerant applications.