IEEE

Curvature-Based Piecewise Linear Approximation Method of GELU Activation Function in Neural Networks

Abstract: Artificial neural networks (ANNs) rely significantly on activation functions for optimal performance. Traditional activation functions such as ReLU and Sigmoid are commonly used. However, ...
IEEE

Physical Unclonable Function in Spiking Neural Network Based on in-Te Ovonic Threshold Switching Devices

Abstract: This work presents a threshold-adjustable leaky integrate-and-fire (LIF) neuron based on $\text{In}_{3} \text{Te}_{7}$ ovonic threshold switching (OTS) devices with high endurance and low ...