Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method

Santlal Prajapati, Susmita Sur-Kolay, Soumyadeep Dutta

Memristor-based Spiking Neural Networks (SNNs) with temporal spike encoding enable ultra-low-energy computation, making them ideal for battery-powered intelligent devices. This pap…