AcceleNetor: FPGA-accelerated neural network implementation for side-channel analysis

• Main Author: Wang, Di
• Other Authors: Chang Chip Hong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering::Integrated circuits
• Online Access: https://hdl.handle.net/10356/166976
• Institution: Nanyang Technological University

Data-intensive machine learning applications require significant computing power, which cannot be efficiently handled by general-purpose microprocessors. Field Programmable Gate Arrays (FPGAs) offer a solution by allowing the creation of application-specific circuits that can accelerate these tasks...