Activation Bottleneck: Sigmoidal Neural Networks Cannot Forecast a Straight Line.
Maximilian TollerHussain HussainBernhard C. GeigerPublished in: CoRR (2024)
Keyphrases
- straight line
- neural network
- hough transform
- activation function
- feed forward neural networks
- artificial neural networks
- curvature estimation
- line detection
- feedforward neural networks
- back propagation
- pattern recognition
- information processing
- line segments
- feature points
- radon transform
- recurrent neural networks
- short term
- multilayer perceptron
- fuzzy logic
- vanishing points
- chaotic time series
- line drawings
- feed forward
- neural nets
- straight line segments
- intersection points
- multi layer
- neural network model
- fault diagnosis
- high quality
- training data
- genetic algorithm
- hidden layer