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 ...

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, ...

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 ...