Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity. Declarative Machine Learning - A Classification of Basic Properties and Types. Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow. Revising Incompletely Specified Convex Probabilistic Belief Bases. Speech …

Towards Practical Bayesian Parameter and State Estimation. Sequence Segmentation Using Joint RNN and Structured Prediction Models. On the Existence of Synchrostates in Multichannel EEG Signals during Face-perception Tasks. Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification. A Representation Theory Per …

Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. How Deep is the Feature Analysis underlying Rapid Visual Categorization?. “What happens if…” Learning to Predict the Effect of Forces in Images. A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation. SAM: Support Vec …