Threshold Switching Memristor-Based Radial-Based Spiking Neuron Circuit for Conversion-Based Spiking Neural Networks Adversarial Attack Improvement

A multifunctional and reconfigurable memristive neuron circuit

“…Introduction: Neuromorphic computing has emerged as a promising method in the quest for efficient and intelligent information processing systems [1][2][3], drawing inspiration from the intricate dynamics of biological neural systems. Memristors have garnered significant attention for their simple dual-terminal structure, reminiscent of the synapses in biological neural networks [4,5], and rich ion dynamics, which mimic neuronal behavior [6,7]. Memristors offer promising technological pathway towards simplifying the complexity of neuronal circuits, thereby paving the way for the development of high-efficiency neuromorphic systems.…”