(2) A plug-in card that improves the performance of a desktop computer or server. Accelerator cards are used for cryptocurrency mining, artificial intelligence (AI), big data analysis and other ...

Motivated by industrial large-scale spiking neural networks TrueNorth and Loihi, we propose as a class project to model and implement a machine learning accelerator using an array of processing ...

In this webinar, you will learn how to leverage FPGA-based PCIe accelerator cards to achieve 10-100x increase in performance vs. CPU-only based systems for compute, network, storage and sensor ...

Two new standards have emerged to specifically address AI scaling needs: ...

This project implements a convolutional neural network accelerator, successfully deploying YOLOv3tiny ... A: After preprocessing the weight data to a certain extent, put it on an SD card, call the ...

Accelerators for Convolutional Neural Networks provides basic deep learning knowledge and instructive content to build up convolutional neural network (CNN) accelerators for the Internet of things ...

The CNN Accelerator IP is paired with the Lattice Neural Network Complier Tool. The compiler takes the networks developed in Caffe or TensorFlow, analyzes for resource usage, simulates for performance ...

Designed for memory-bound applications, the card supports custom data types and data movement, making it highly adaptable to specific workload requirements. The accelerator boasts a 1.8x increase in ...