An analysis of Gaussian-binary restricted Boltzmann machines for natural images. - Nan Wang; Jan Melchior; Laurenz Wiskott (ESANN, 2012)

How to Center Binary Restricted Boltzmann Machines. - Jan Melchior; Asja Fischer; Nan Wang; Laurenz Wiskott (CoRR, 2013)

Gaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics. - Nan Wang; Jan Melchior; Laurenz Wiskott (CoRR, 2014)

How to Center Deep Boltzmann Machines. - Jan Melchior; Asja Fischer; Laurenz Wiskott (J. Mach. Learn. Res., 2016)

Utilizing Slow Feature Analysis for Lipreading. - Jan Freiwald; Mahdie Karbasi; Steffen Zeiler; Jan Melchior; Varun Raj Kompella; Laurenz Wiskott; Dorothea Kolossa (ITG Symposium on Speech Communication, 2018)

Hebbian-Descent. - Jan Melchior; Laurenz Wiskott (CoRR, 2019)

A Hippocampus Model for Online One-Shot Storage of Pattern Sequences. - Jan Melchior; Mehdi Bayati; Amir Hossein Azizi; Sen Cheng; Laurenz Wiskott (CoRR, 2019)

Fully Automated, Realistic License Plate Substitution in Real-Life Images. - Ufuk Kacmaz; Jan Melchior; Daniela Horn; Andreas Witte; Sebastian Schoenen; Sebastian Houben (ITSC, 2021)

On the importance of centering in artificial neural networks. - Jan Melchior (2021)

Hebbian Descent: A Unified View on Log-Likelihood Learning. - Jan Melchior; Robin Schiewer; Laurenz Wiskott (Neural Comput., 2024)