Dither NN: Hardware/Algorithm Co-Design for Accurate Quantized Neural Networks.
Kota AndoKodai UeyoshiYuka ObaKazutoshi HiroseRyota UematsuTakumi KudoMasayuki IkebeTetsuya AsaiShinya Takamaeda-YamazakiMasato MotomuraPublished in: IEICE Trans. Inf. Syst. (2019)
Keyphrases
- neural network
- learning algorithm
- computationally efficient
- high accuracy
- weight update
- hardware implementation
- detection algorithm
- fuzzy logic
- np hard
- cost function
- preprocessing
- dynamic programming
- worst case
- particle swarm optimization
- multilayer perceptron
- search space
- artificial neural networks
- nearest neighbor
- neural network training
- nearest neighbour
- genetic algorithm
- real time
- vlsi implementation
- nonlinear functions
- convergence rate
- back propagation
- decision trees
- similarity measure
- expectation maximization
- objective function
- computational complexity