Semiconductor Engineering

How And Why To Optimize NPUs

Tight PPA constraints are only one reason to make sure an NPU is optimized; workload representation is another consideration.

Neurologists use AI to close diagnostic gaps in seizure care

Clinician-scientists at the University of Pittsburgh School of Medicine have developed an artificial intelligence (AI) tool ...

How a soft coral moves its tentacles in perfect synchronization without a brain

A joint study by Tel Aviv University and the University of Haifa set out to solve a scientific mystery: how a soft coral is ...
Deep Learning with Yacine on MSN

Inception Net V1 explained: Step-by-step PyTorch implementation

Learn how the Inception Net V1 architecture works and how to implement it from scratch using PyTorch. Perfect for deep ...
Deep Learning with Yacine on MSN

RMSProp optimization from scratch in Python

Understand and implement the RMSProp optimization algorithm in Python. Essential for training deep neural networks ...
IEEE

Addax Optimization Algorithm with Convolutional Neural Network for Rheumatoid Arthritis classification

Abstract: The Rheumatoid Arthritis (RA) is a very common autoimmune disease that causes significant morbidity and mortality, therefore early diagnosis treatment is important. The RA is an autoimmune ...
IEEE

Make Shuffling Great Again: A Side-Channel-Resistant Fisher–Yates Algorithm for Protecting Neural Networks

Abstract: Neural network (NN) models implemented in embedded devices have been shown to be susceptible to side-channel attacks (SCAs), allowing recovery of proprietary model parameters, such as ...