Real-Time Inference With 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-Rate Particle Imaging Detectors.
Yeon-jae JwaGiuseppe Di GuglielmoLukas ArnoldLuca CarloniGeorgia KaragiorgiPublished in: Frontiers Artif. Intell. (2022)
Keyphrases
- high rate
- real time
- convolutional neural networks
- field programmable gate array
- low rate
- fpga technology
- fpga implementation
- false alarms
- application specific integrated circuits
- hardware implementation
- image processing algorithms
- image processing
- fpga device
- hardware design
- parallel computing
- pipelined architecture
- embedded systems
- programmable logic
- low cost
- object detection
- general purpose processors
- parallel architectures
- hardware architecture
- signal processing
- convolutional network
- data processing
- hardware software co design
- computing systems