Accelerating HotSpots in Deep Neural Networks on a CAPI-Based FPGA.
Md Syadus SefatSemih AslanJeffrey W. KellingtonApan QasemPublished in: HPCC/SmartCity/DSS (2019)
Keyphrases
- neural network
- high speed
- fuzzy logic
- real time
- pattern recognition
- artificial neural networks
- signal processing
- back propagation
- real time image processing
- parallel hardware
- self organizing maps
- low cost
- recurrent neural networks
- activation function
- field programmable gate array
- deep learning
- fpga implementation
- genetic algorithm
- sufficient conditions
- feed forward
- associative memory
- neural nets
- training process
- hidden layer
- multi layer perceptron
- software implementation
- evolutionary algorithm