DLA: Compiler and FPGA Overlay for Neural Network Inference Acceleration.
Mohamed S. AbdelfattahDavid HanAndrew BitarRoberto DiCeccoShane O'ConnellNitika ShankerJoseph ChuIan PrinsJoshua FenderAndrew C. LingGordon R. ChiuPublished in: FPL (2018)
Keyphrases
- neural network
- back propagation
- artificial neural networks
- low cost
- programming language
- hardware implementation
- probabilistic inference
- recurrent neural networks
- genetic algorithm
- fault diagnosis
- belief networks
- field programmable gate array
- high speed
- general purpose
- fuzzy logic
- pattern recognition
- real time image processing
- self organizing maps
- real time
- multilayer perceptron
- bp neural network
- multi layer perceptron
- distributed memory machines
- software implementation
- massively parallel
- bayesian inference
- associative memory
- radial basis function
- linear discriminant analysis
- signal processing
- peer to peer