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DIY contour LED desk lamp tutorial

DIY Contour LED Desk Lamp – Modern Lighting Project Materials Used: - Puck lights - Red oak veneer and additional veneer options - 1/2 sheet of oak plywood for the lamp frame - Scrap mahogany for the ...
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

Build 4 Neural Networks from Scratch in Pure Python

No NumPy. No PyTorch. No magic. Just you, a text editor, and matrix multiplication. I built four neural networks from scratch — no ML libraries, no automatic differentiation, not even NumPy. Just pure ...
Frontiers

Toward a dual-pathway model of neuroplastic adaptation in sport: neural efficiency and neural optimization

In recent years, the number of studies investigating the neural efficiency hypothesis (NEH) in athletes has increased substantially. Soccer, one of the most popular sports worldwide, has also ...
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, ...