2 papers
cs.SE2022
Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks
Guoming Long, Tao Chen, Georgina Cosma
Non-functional bugs (e.g., performance- or accuracy-related bugs) in Deep Learning (DL) frameworks can lead to some of the most devastating consequences. Reporting those bugs on a…
cs.NE2019
NatCSNN: A Convolutional Spiking Neural Network for recognition of objects extracted from natural images
Pedro Machado, Georgina Cosma, T. M McGinnity
Biological image processing is performed by complex neural networks composed of thousands of neurons interconnected via thousands of synapses, some of which are excitatory and othe…