On the Impact of Hardware Timing Errors on Stochastic Computing based Neural Networks.
Florian NeugebauerStefan HolstIlia PolianPublished in: ETS (2022)
Keyphrases
- neural network
- low cost
- real time
- pattern recognition
- hardware and software
- error detection
- back propagation
- stochastic optimization
- artificial neural networks
- hardware implementation
- computer systems
- neural nets
- feed forward
- input output
- computing power
- jump diffusion process
- training process
- monte carlo
- fuzzy logic
- markov chain
- machine learning
- hopfield neural network
- information systems
- image processing
- error propagation
- error analysis
- error correction
- data acquisition
- fuzzy systems
- sufficient conditions
- operating system
- self organizing maps
- multilayer perceptron
- neural network model