IEEE

Multiplication-Free Lookup-Based CNN Accelerator Using Residual Vector Quantization and Its FPGA Implementation

Abstract: In this paper, a table lookup-based computing technique is proposed to perform convolutional neural network (CNN) inference without multiplication, and its FPGA implementation is ...
Health.com

How Long Can You Go Without Water?

If you go without water for too long, you can experience dehydration, which can cause lightheadedness, fatigue, low blood pressure, heart palpitations, and death. Most people can only survive about ...
IEEE

Wireless Distributed Matrix-Vector Multiplication Using Over-the-Air Computation and Analog Coding

Abstract: In this paper, we propose an over-the-air (OTA)-based approach for distributed matrix-vector multiplications in the context of distributed machine learning (DML). Thanks to OTA computation, ...
GitHub

24-Core, 32-Thread GPU for Spartan-7 FPGA

This project is a 24-core, 32-thread GPU designed for the Spartan-7 FPGA (xcs50-csga324-1). It is optimized for integer matrix multiplication and sprite copying to a frame buffer. The GPU employs a ...