Neural Collapse in Deep Homogeneous Classifiers and The Role of Weight Decay.
Akshay RangamaniAndrzej Banburski-FaheyPublished in: ICASSP (2022)
Keyphrases
- network architecture
- neural classifier
- neural network
- training data
- support vector
- classification systems
- learning algorithm
- neural mechanisms
- linear classifiers
- feature extraction
- test set
- supervised classification
- computational neuroscience
- training set
- deep learning
- neural model
- learning rules
- nearest neighbor
- training samples
- training examples
- roc curve
- ensemble learning
- classification models
- associative memory
- svm classifier
- class labels