Deep Learning with Yacine on MSN

Muon Optimizer for Dense Linear Layers – Newton-Schulz Method with Momentum Explained

Dive deep into the Muon Optimizer and learn how it enhances dense linear layers using the Newton-Schulz method combined with ...
IEEE

Long-distance FBG sensor system using a linear-cavity fiber Raman laser scheme

Abstract: We propose a novel fiber Bragg grating (FBG) sensor system using a linear-cavity fiber laser scheme with a distributed Raman amplifier as a gain medium. The inhomogeneous broadening property ...
IEEE

Solving Sparse Linear Systems via Flexible GMRES with In-Memory Analog Preconditioning

Abstract: Analog arrays of non-volatile crossbars leverage physics to compute approximate matrix-vector multiplications in a rapid, in-memory fashion. In this paper we consider exploiting this ...