Spatio-Temporal Optimization of Deep Neural Networks for Reconfigurable FPGA SoCs.
Biruk B. SeyoumMarco PaganiAlessandro BiondiSara BalleriGiorgio C. ButtazzoPublished in: IEEE Trans. Computers (2021)
Keyphrases
- spatio temporal
- neural network
- hardware implementation
- field programmable gate array
- low cost
- digital signal
- pattern recognition
- optimization problems
- global optimization
- systolic array
- spatial and temporal
- optimization process
- artificial neural networks
- general purpose
- high speed
- self organizing maps
- hardware architecture
- reconfigurable architecture
- back propagation
- human actions
- neural nets
- neural network model
- optimization method
- spatio temporal data
- optimization algorithm
- software implementation
- signal processing
- moving objects
- genetic algorithm