The Next Platform

FPGA Inroads to Convolutional Neural Networks

At The Next FPGA Platform event in January there were several conversations about what roles reconfigurable hardware will play in the future of deep learning. While inference was definitely the target ...
The Next Platform

Microsoft Extends FPGA Reach From Bing To Deep Learning

After three years of research into how it might accelerate its Bing search engine using field programmable gate arrays (FPGAs), Microsoft came up with a scheme that would let it lash Stratix V devices ...
insideHPC

A Survey of FPGA-based Accelerators for Convolutional Neural Networks

Deep convolutional neural networks (CNNs) have recently shown very high accuracy in a wide range of cognitive tasks and due to this, they have received significant interest from tnewhe researchers.
Electronic Design

An FPGA-Based Solution for a Graph Neural Network Accelerator

Graph Neural Networks (GNN) drive high demand for compute and memory performance. Software-only based GNN algorithm processing is insufficient to run these workloads. Learn how FPGA-based hardware ...
Electronic Design

Microchip’s Software DevKit and Neural Network IP Address Smart Embedded Vision

Applications on the network edge where data is collected require power-efficient solutions. Through its Smart Embedded Vision initiative, Microchip Technology is making it easier for software ...
CNN

Microchip Reveals Software Development Kit and Neural Network IP for Easily Creating Low-Power FPGA Smart Embedded Vision Solutions

CHANDLER, Ariz., May 18, 2020 (GLOBE NEWSWIRE) -- With the rise of Artificial Intelligence (AI), Machine Learning (ML) and the Internet of Things (IoT), applications are moving to the network edge ...