Hardware implementation of a fault-tolerant Hopfield Neural Network on FPGAs.
Juan Antonio ClementeWassim MansourRafic AyoubiFelipe SerranoHortensia MechaHaissam ZiadeWassim El FalouRaoul VelazcoPublished in: Neurocomputing (2016)
Keyphrases
- hardware implementation
- fault tolerant
- hopfield neural network
- field programmable gate array
- fault tolerance
- fpga implementation
- distributed systems
- signal processing
- energy function
- fpga technology
- efficient implementation
- hardware design
- load balancing
- hopfield network
- hopfield networks
- cellular neural networks
- hardware architecture
- learning rules
- image processing algorithms
- software implementation
- dedicated hardware
- parallel architecture
- processing elements
- reconfigurable hardware
- neural network
- markov random field
- response time
- artificial neural networks
- computer vision