FPGA-Based Neural Network Accelerators for Space Applications: A Survey
A survey paper published on arXiv explores the use of Field-Programmable Gate Arrays (FPGAs) for accelerating neural networks in space applications. The paper highlights the growing need for advanced onboard computing in space missions and identifies FPGAs as a promising solution due to their flexibility, cost-effectiveness, and radiation tolerance. It analyzes existing research, points out trends and research gaps, and suggests future directions for implementing these accelerators to enhance spacecraft capabilities. AI