EDN

Top 10 edge AI chips

Here are our picks for the top 10 edge AI chips with a bright future across applications from vision processing to handling multimodal LLMs.
IEEE

Environmental Sound Classification Using Convolutional Neural Network Based Transfer Learning

Abstract: Environmental sound classification (ESC) plays a key role in various daily applications but faces challenges such as limited datasets and the complex temporal nature of sounds. Traditional ...
GitHub

Event-Driven Spiking Neural Network Accelerator for FPGA

This project implements a complete event-driven spiking neural network (SNN) accelerator on FPGA with seamless PyTorch integration for training and deployment. The design uses Accumulate-only (AC) ...
IEEE

Cardiac Diagnosis System Using ECG and PCG Signals with a Multi-Scale Pooling-Based Deep Neural Network (MSP-DNN) Classifier

Abstract: Globally, heart disease (HD) is one of the main causes of death, and survival rates are greatly increased by early identification. This paper proposes a Multi-Scale Pooling-based Deep Neural ...