Thomas Martinetz

'Neural-gas' network for vector quantization and its application to time-series prediction

Thomas Martinetz, S.G. Berkovich, Klaus Schulten · IEEE Transactions on Neural Networks · 1993 · 1.4K citations

Vector Quantization, Engineering, Machine Learning +16

Topology representing networks

Thomas Martinetz, Klaus Schulten · Neural Networks · 1994 · 888 citations

Network Science, Graph Theory, Engineering +7

Auditory Closed-Loop Stimulation of the Sleep Slow Oscillation Enhances Memory

Hong‐Viet V. Ngo, Thomas Martinetz, Jan Born et al. · Neuron · 2013 · 881 citations · Full text

Auditory Closed-loop Stimulation, Sleep Disorders, Sleep +13

Variability of eye movements when viewing dynamic natural scenes

Michael Dörr, Thomas Martinetz, Karl R. Gegenfurtner et al. · Journal of Vision · 2010 · 437 citations · Full text

Topology preservation in self-organizing feature maps: exact definition and measurement

Thomas Villmann, Ralf Der, Michael Herrmann et al. · IEEE Transactions on Neural Networks · 1997 · 310 citations

Engineering, Manifold Modeling, Network Analysis +16