Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train.
Mingshuo LiuMiao YinKevin HanRonald F. DeMaraBo YuanYu BaiPublished in: Internet Things (2023)
Keyphrases
- optimization algorithm
- dynamic programming
- cost function
- optimization process
- computational complexity
- hardware implementation
- matching algorithm
- learning algorithm
- real time
- k means
- stochastic gradient
- hardware architecture
- optimization method
- expectation maximization
- probabilistic model
- preprocessing
- optimization problems
- simulated annealing
- higher order
- high order
- convergence rate
- embedded systems
- magnetic resonance images
- optimal solution
- parallel implementation
- objective function
- bayesian networks