Hardware implementation of GMDH-type artificial neural networks and its use to predict approximate three-dimensional structures of proteins.
André L. S. BragaJanier Arias-GarciaCarlos H. LlanosMárcio DornAlfredo FoltranLeandro dos Santos CoelhoPublished in: ReCoSoC (2012)
Keyphrases
- hardware implementation
- artificial neural networks
- signal processing
- efficient implementation
- dedicated hardware
- software implementation
- neural network
- hardware design
- computational intelligence
- fpga implementation
- hardware architecture
- image processing algorithms
- predicting protein
- protein function
- using artificial neural networks
- parallel architecture
- protein structure
- protein sequences
- memory management
- subcellular localization
- field programmable gate array
- pipeline architecture
- group method of data handling
- protein protein interactions
- back propagation
- image processing
- computational methods
- amino acids
- high speed
- image binarization
- general purpose
- protein secondary structure
- computer vision