An Energy Efficient Soft SIMD Microarchitecture and Its Application on Quantized CNNs.
Pengbo YuFlavio PonzinaAlexandre LevisseMohit GuptaDwaipayan BiswasGiovanni AnsaloniDavid AtienzaFrancky CatthoorPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2024)
Keyphrases
- early stage
- wireless sensor networks
- cellular neural networks
- parallel algorithm
- energy efficient
- parallel processing
- energy efficiency
- circuit design
- sensor networks
- multiresolution
- mesh connected
- massively parallel
- energy consumption
- neural network
- dct coefficients
- cost function
- parallel architectures
- hard constraints
- array processor
- single instruction multiple data