Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels.
Edoardo RagusaValentina MastronardiDeborah PedoneMauro MoglianettiPier Paolo PompaRodolfo ZuninoPaolo GastaldoPublished in: SYSINT (2022)
Keyphrases
- low cost
- neural network
- digital camera
- automatic detection
- false alarms
- pattern recognition
- digital images
- linear combination
- object detection
- detection algorithm
- detection rate
- detection method
- detection accuracy
- levels of abstraction
- false positives
- computationally efficient
- anomaly detection
- artificial neural networks
- back propagation
- weighting scheme
- multilayer perceptron
- self organizing maps
- activation function
- feedforward neural networks
- learning vector quantization
- weighted sum
- highly accurate
- neural nets
- image enhancement
- high quality
- learning algorithm