Low Complexity Reconfigurable-Scalable Architecture Design Methodology for Deep Neural Network Inference Accelerator.
Anagha NimbekarChandrasekhara Srinivas VattiY. V. Sai DineshSunidhi SinghTarun GuptaRamesh Reddy ChandrapuAmit AcharyyaPublished in: SOCC (2022)
Keyphrases
- low complexity
- design methodology
- neural network
- fuzzy neural network
- design procedure
- design process
- hardware software
- motion estimation
- vlsi architecture
- computational complexity
- field programmable gate array
- formal specification
- distributed video coding
- artificial neural networks
- hw sw
- hardware implementation
- input output
- low cost
- object oriented
- real time
- neural network model
- feed forward
- recurrent neural networks
- membership functions
- genetic algorithm
- radial basis function
- video streaming
- back propagation
- parallel computing
- scalable video
- data streams
- computer vision