Deep Neural Networks and SplinesCovers the fundamentals of deep neural networks and splines, exploring their properties, implications, and applications in modern machine learning.
Splines and Machine LearningExplores supervised learning as an ill-posed problem and the integration of sparse adaptive splines into neural architectures.
Learning of AssociationsDelves into associative memory, Hebbian learning, and hierarchical organization in neural networks.