IEEE

Compactly Hardware Implementation of a High-Speed Activation Function Based on Phase-Change Memory in Neural Network

Abstract: Activation function (AF) is a pivotal yet resource-intensive component in artificial neural network (ANN) hardware implementations. Digital AFs offer high accuracy but require data ...
Frontiers

Atractylodin alleviates neuroinflammation and protects neurological function after ischemic stroke in association with reduced NLRP3 inflammasome activation

NOD-like receptor protein 3 (NLRP3) inflammasome–driven neuroinflammation contributes to ischemic stroke injury. Atractylodin (ART) shows anti-inflammatory activity, but its neuroprotective potential ...
IEEE

Low-Power CMOS Design of ReLU Activation Module for Neural Networks

Abstract: Activation functions are fundamental components in neural networks, introducing the non-linearities required to model complex relationships in data. Among them, the ReLU (Rectified Linear ...
eLife

Functional connectivity-based attractor dynamics of the human brain in rest, task, and disease

Functional brain connectivity has been instrumental in uncovering the large-scale organization of the brain and its relation to various behavioral and clinical phenotypes. Understanding how this ...