FPGA-based accelerator for long short-term memory recurrent neural networks.
Yijin GuanZhihang YuanGuangyu SunJason CongPublished in: ASP-DAC (2017)
Keyphrases
- recurrent neural networks
- long short term memory
- field programmable gate array
- neural network
- hardware implementation
- embedded systems
- feed forward
- complex valued
- recurrent networks
- hardware architecture
- parallel implementation
- artificial neural networks
- image processing algorithms
- hidden layer
- parallel computing
- feedforward neural networks
- application specific
- neural model
- reservoir computing
- cascade correlation
- hardware software partitioning
- computing systems
- hebbian learning
- echo state networks
- hardware design
- neural models
- nonlinear dynamic systems
- real time