Graphics Processing Units: From Pixels To Parameters

GPUs, born to push pixels, evolved into the engine of the deep learning revolution and now sit at the center of the AI ...

New AI-powered tool helps students find creative solutions to complex math proofs

Math students may not blink at calculating probabilities, measuring the area beneath curves or evaluating matrices, yet they ...
IEEE

Federated Scientific Machine Learning for Approximating Functions and Solving Differential Equations With Data Heterogeneity

Abstract: By leveraging neural networks, the emerging field of scientific machine learning (SciML) offers novel approaches to address complex problems governed by partial differential equations (PDEs) ...
IEEE

Single-Pass: An Operation Unit-Based In-Memory Computing Architecture for Sparse Neural Networks

Abstract: Compute-in-memory (CIM) has emerged as a prominent research focus in recent years, offering a promising alternative for advancing traditional von Neumann architecture computers. However, the ...