Tech Xplore

Reinforcement learning accelerates model-free training of optical AI systems

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...
Electronics For You

Edge Computing In Medical Wearables

By combining AI algorithms with microcontroller based edge processing, the system claims to deliver real time and accurate ...
IEEE

Optimization of Nonlinear Effects of PS-OFDM in Consumer Internet of Things Networks: Co-design of DFT-Spread and ISLM

Abstract: As the scale of consumer electronics Internet of Things (CIoT) deployment and smart upgrading, the ultra-high-density access of massive end-devices puts stringent requirements on the ...
IEEE

AI-Based Graph Neural Networks for Predictive Energy Optimization in IoT-Enabled Consumer Electronics

Abstract: This study presents an innovative framework leveraging Graph Neural Networks (GNNs) integrated with reinforcement learning (RL) and meta-learning for predictive energy optimization in ...