Jan Melchior

According to our database, Jan Melchior authored at least 9 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

On the importance of centering in artificial neural networks.

Jan Melchior

PhD thesis, 2021

Fully Automated, Realistic License Plate Substitution in Real-Life Images.

Ufuk Kacmaz, Jan Melchior, Daniela Horn, Andreas Witte, Sebastian Schoenen, Sebastian Houben

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

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

Hebbian-Descent.

Jan Melchior, Laurenz Wiskott

CoRR, 2019

2018

Utilizing Slow Feature Analysis for Lipreading.

Jan Freiwald, Mahdie Karbasi, Steffen Zeiler, Jan Melchior, Varun Raj Kompella, Laurenz Wiskott, Dorothea Kolossa

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2016

How to Center Deep Boltzmann Machines.

Jan Melchior, Asja Fischer, Laurenz Wiskott

J. Mach. Learn. Res., 2016

2014

Gaussian-binary Restricted Boltzmann Machines on Modeling Natural Image Statistics.

Nan Wang, Jan Melchior, Laurenz Wiskott

CoRR, 2014

2013

How to Center Binary Restricted Boltzmann Machines.

Jan Melchior, Asja Fischer, Nan Wang, Laurenz Wiskott

CoRR, 2013

2012

An analysis of Gaussian-binary restricted Boltzmann machines for natural images.

Nan Wang, Jan Melchior, Laurenz Wiskott

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012