Classifying Melanoma Skin Lesions Using Convolutional Spiking Neural Networks With Unsupervised STDP Learning Rule.
Qian ZhouYan ShiZhenghua XuRuowei QuGuizhi XuPublished in: IEEE Access (2020)
Keyphrases
- spiking neural networks
- skin lesion
- learning rules
- skin cancer
- malignant melanoma
- biologically inspired
- early detection
- artificial neural networks
- digital image processing
- neural network
- feed forward
- pigmented skin lesions
- computer aided
- biologically plausible
- dermoscopy images
- early diagnosis
- network architecture
- semi supervised
- learning algorithm
- learning mechanism
- back propagation
- automated segmentation
- training algorithm
- visual cortex
- learning scheme
- decision making
- machine learning