Q&A: How mathematics can reveal the depth of deep learning AI

Artificial intelligence (AI) is increasingly prevalent, integrated into phone apps, search engines and social media platforms ...
IEEE

FPGA Implementation of CNN for Handwritten Digit Recognition

Abstract: Convolutional neural networks (CNN) have been used very successfully in the field of handwritten digit recognition. CNN is difficult to deploy on the embedded platform because of its large ...
C&EN

NN-VRCTST: Neural Network Potentials Meet Variable Reaction Coordinate Transition State Theory for the Rate Constant Determination of Barrierless Reactions

MOX, Modeling and Scientific Computing, Dipartimento di Matematica, Politecnico di Milano, 20133 Milano, Italy ...
IEEE

Low-Loss and Nonvolatile Multilevel Phase Shifter for Optical in-Memory Computing

Abstract: We present a low-loss and nonvolatile multilevel phase shifter, designed to achieve precise and energy-efficient phase modulation. By incorporating both coarse and fine tuning blocks, our ...
GitHub

roei-asher/Bootstrap-Digit-Classifier

A C++ implementation of a fully-connected neural network for handwritten digit recognition (0-9), built entirely from scratch without using external machine learning libraries. This project was ...