Now showing items 1-2 of 2
FPGA Implementation of Reduced Precision Convolutional Neural Networks
With the improvement in processing systems, machine learning applications are finding widespread use in almost all sectors of technology. Image recognition is one application of machine learning which has become widely ...
In-Situ Implementation and Training of Convolutional Neural Network on FPGAs
The main objective of this thesis is to investigate the efficiency of in-situ trainable Convolutional Neural Networks (CNNs) on modern programmable System-on-Chip (SoC) Field Programmable Gate Arrays (FPGAs) composed of ...