IEEE

Real-time Instantaneous Phase Estimation Using a Deep Dual-Branch Complex Neural Network

Abstract: Estimating the instantaneous phase of neural oscillations is crucial for technology that interfaces with the brain, such as brain-computer interfaces (BCIs) and neuromodulation systems. In ...
IEEE

An Efficient Computational Framework for Transformer Temperature Fields Utilizing Dual-Stream Physics-Informed Neural Networks

Abstract: As the key equipment in the power system, the comprehensive perception of the operational status of the power transformer is the foundation for ensuring the safety and stability of the power ...
GitHub

CNN for Facial Expression Recognition

This project presents a comprehensive tutorial on Convolutional Neural Networks (CNNs), combining theoretical understanding with practical implementation. The focus of this tutorial is to demonstrate ...
GitHub

Recurrent Neural Networks for Time Series Forecasting

A collection of examples for using RNNs for time series forecasting with Keras. The examples include: 1 Tao Hong, Pierre Pinson, Shu Fan, Hamidreza Zareipour, Alberto Troccoli and Rob J. Hyndman, ...