Scholar
Michael Spratling
Google Scholar ID: A2tJIE4AAAAJ
University of Luxembourg
Citations & Impact
Citations
2,560
H-index
25
i10-index
37
Publications
20
Co-authors
36
list available
Publications
Resume
Background
- Research interests span neural networks, computational neuroscience, computer vision, visual cognition, machine learning, and learning & development
- Focuses on biologically-inspired neural networks, adversarial robustness, representation learning, and dynamic/deformable neural networks
- In computational neuroscience, studies predictive coding, neural information processing, dendritic computation, cortical feedback, and inter-regional interactions
- In computer vision, works on object recognition, viewpoint invariance, image segmentation, anomaly detection, and open-set recognition
- Explores sparse coding, continual learning, few-shot learning, unsupervised/self-supervised learning, and related ML paradigms
- Investigates cortical, behavioral, and cognitive development, perceptual learning, and epigenetic/developmental robotics
