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1

Topology representing networks

Thomas Martinetz, Klaus Schulten

Journal:

Neural Networks

Year:

1994

Language:

english

File:

PDF, 1.94 MB

english, 1994

2

KI-SIGS: Artificial Intelligence for the Northern German Health Ecosystem

Fischer, Stefan, Leucker, Martin, Lüth, Christoph, Martinetz, Thomas, Mildner, Raimund, Nowotka, Dirk, Steinicke, Frank

Journal:

Year:

2020

Language:

english

File:

PDF, 1.09 MB

english, 2020

3

AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties

Krishna Kumar Kandaswamy, Kuo-Chen Chou, Thomas Martinetz, Steffen Möller, P.N. Suganthan, S. Sridharan, Ganesan Pugalenthi

Journal:

Journal of Theoretical Biology

Year:

2011

Language:

english

File:

PDF, 292 KB

english, 2011

4

On the dimensions of the olfactory perception space

Amir Madany Mamlouk, Thomas Martinetz

Journal:

Year:

2004

Language:

english

File:

PDF, 485 KB

english, 2004

5

Sparse Coding Neural Gas: Learning of overcomplete data representations

Kai Labusch, Erhardt Barth, Thomas Martinetz

Journal:

Year:

2009

Language:

english

File:

PDF, 625 KB

english, 2009

6

SPRED: A machine learning approach for the identification of classical and non-classical secretory proteins in mammalian genomes

Krishna Kumar Kandaswamy, Ganesan Pugalenthi, Enno Hartmann, Kai-Uwe Kalies, Steffen Möller, P.N. Suganthan, Thomas Martinetz

Journal:

Biochemical and Biophysical Research Communications

Year:

2010

Language:

english

File:

PDF, 237 KB

english, 2010

7

[IEEE 2010 International Conference on Machine Learning and Applications (ICMLA) - Washington, DC, USA (2010.12.12-2010.12.14)] 2010 Ninth International Conference on Machine Learning and Applications - A New Approach to Classification with the Least Number of Features

Klement, Sascha, Martinetz, Thomas

Year:

2010

Language:

english

File:

PDF, 183 KB

english, 2010

8

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - Burlingame, California, USA (Sunday 22 January 2012)] Human Vision and Electronic Imaging XVII - How to make a small phone camera shoot like a big DSLR: creating and fusing multi-modal exposure series

Binder, Thomas, Kriener, Florian, Wichner, Christian, Wille, Manuel, Wellner, Mike, Kaester, Thomas, Martinetz, Thomas, Barth, Erhardt

Year:

2012

Language:

english

File:

PDF, 1.91 MB

english, 2012

9

SPIE Proceedings [SPIE Electronic Imaging 2006 - San Jose, CA (Sunday 15 January 2006)] Human Vision and Electronic Imaging XI - Guiding the mind's eye: improving communication and vision by external control of the scanpath

Barth, Erhardt, Dorr, Michael, Böhme, Martin, Gegenfurtner, Karl, Martinetz, Thomas, Rogowitz, Bernice E., Pappas, Thrasyvoulos N., Daly, Scott J.

Year:

2006

Language:

english

File:

PDF, 897 KB

english, 2006

10

Learning Efficient Data Representations with Orthogonal Sparse Coding

Schutze, Henry, Barth, Erhardt, Martinetz, Thomas

Journal:

IEEE Transactions on Computational Imaging

Year:

2016

Language:

english

File:

PDF, 1.64 MB

english, 2016

11

Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study

Maier, Oskar, Schröder, Christoph, Forkert, Nils Daniel, Martinetz, Thomas, Handels, Heinz, Hu, Dewen

Journal:

Year:

2015

Language:

english

File:

PDF, 2.00 MB

english, 2015

12

Bioinformatic Principles Underlying the Information Content of Transcription Factor Binding Sites

JAN T. KIM, THOMAS MARTINETZ, DANIEL POLANI

Journal:

Journal of Theoretical Biology

Year:

2003

Language:

english

File:

PDF, 273 KB

english, 2003

13

Topology-conserving maps for learning visuo-motor-coordination

Helge J. Ritter, Thomas M. Martinetz, Klaus J. Schulten

Journal:

Neural Networks

Year:

1989

Language:

english

File:

PDF, 901 KB

english, 1989

14

Shading constraint improves accuracy of time-of-flight measurements

Martin Böhme, Martin Haker, Thomas Martinetz, Erhardt Barth

Journal:

Computer Vision and Image Understanding

Year:

2010

Language:

english

File:

PDF, 889 KB

english, 2010

15

Medical image compression using topology-preserving neural networks

Anke Meyer-Bäse, Karsten Jancke, Axel Wismüller, Simon Foo, Thomas Martinetz

Journal:

Engineering Applications of Artificial Intelligence

Year:

2005

Language:

english

File:

PDF, 416 KB

english, 2005

16

Soft-competitive learning of sparse codes and its application to image reconstruction

Kai Labusch, Erhardt Barth, Thomas Martinetz

Journal:

Year:

2011

Language:

english

File:

PDF, 686 KB

english, 2011

17

Advances in artificial neural networks, machine learning, and computational intelligence

J.A. Lee, F.-M. Schleif, Thomas Martinetz

Journal:

Year:

2011

Language:

english

File:

PDF, 74 KB

english, 2011

18

Dynamic fitness landscapes in molecular evolution

Claus O. Wilke, Christopher Ronnewinkel, Thomas Martinetz

Journal:

Physics Reports

Year:

2001

Language:

english

File:

PDF, 592 KB

english, 2001

19

PhyloMap: an algorithm for visualizing relationships of large sequence data sets and its application to the influenza A virus genome

Jiajie Zhang, Amir Madany Mamlouk, Thomas Martinetz, Suhua Chang, Jing Wang, Rolf Hilgenfeld

Journal:

BMC Bioinformatics

Year:

2011

Language:

english

File:

PDF, 11.33 MB

english, 2011

20

BLProt: prediction of bioluminescent proteins based on support vector machine and relieff feature selection

Krishna Kumar Kandaswamy, Ganesan Pugalenthi, Mehrnaz Khodam Hazrati, Kai-Uwe Kalies, Thomas Martinetz

Journal:

BMC Bioinformatics

Year:

2011

Language:

english

File:

PDF, 266 KB

english, 2011

21

Switching of cortical Up and Down states: reproduction of the Shu-Hasenstaub-McCormick experiment from a conductance-based model

Arne Weigenand, Thomas Martinetz, Jens Christian Claussen

Journal:

BMC Neuroscience

Year:

2011

Language:

english

File:

PDF, 141 KB

english, 2011

22

Eye Movements Show Optimal Average Anticipation with Natural Dynamic Scenes

Eleonora Vig, Michael Dorr, Thomas Martinetz, Erhardt Barth

Journal:

Cognitive Computation

Year:

2011

Language:

english

File:

PDF, 517 KB

english, 2011

23

Simple model of evolution with variable system size

Wilke, Claus, Martinetz, Thomas

Journal:

Physical Review E

Year:

1997

Language:

english

File:

PDF, 87 KB

english, 1997

24

[IEEE 2007 International Symposium on Signals, Circuits and Systems - Iasi, Romania (2007.07.13-2007.07.14)] 2007 International Symposium on Signals, Circuits and Systems - Geometric Invariants for Facial Feature Tracking with 3D TOF Cameras

Haker, Martin, Bohme, Martin, Martinetz, Thomas, Barth, Erhardt

Year:

2007

Language:

english

File:

PDF, 2.31 MB

english, 2007

25

A neural network for robot control: Cooperation between neural units as a requirement for learning

Thomas Martinetz, Klaus Schulten

Journal:

Computers & Electrical Engineering

Year:

1993

Language:

english

File:

PDF, 6.44 MB

english, 1993

26

Unsupervised spike sorting with ICA and its evaluation using GENESIS simulations

Amir Madany Mamlouk, Hannah Sharp, Kerstin M.L. Menne, Ulrich G. Hofmann, Thomas Martinetz

Journal:

Year:

2005

Language:

english

File:

PDF, 776 KB

english, 2005

27

Eye movement predictions on natural videos

Martin Böhme, Michael Dorr, Christopher Krause, Thomas Martinetz, Erhardt Barth

Journal:

Year:

2006

Language:

english

File:

PDF, 318 KB

english, 2006

28

Intrinsic Dimensionality Predicts the Saliency of Natural Dynamic Scenes

Vig, Eleonora, Dorr, Michael, Martinetz, Thomas, Barth, Erhardt

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2012

Language:

english

File:

PDF, 1.76 MB

english, 2012

29

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Statistical Fourier Descriptors for Defect Image Classification

Timm, Fabian, Martinetz, Thomas

Year:

2010

Language:

english

File:

PDF, 543 KB

english, 2010

30

Sparse Coding and Selected Applications

Hocke, Jens, Labusch, Kai, Barth, Erhardt, Martinetz, Thomas

Journal:

KI - Künstliche Intelligenz

Year:

2012

Language:

english

File:

PDF, 517 KB

english, 2012

31

EcmPred: Prediction of extracellular matrix proteins based on random forest with maximum relevance minimum redundancy feature selection

Krishna Kumar Kandaswamy, Ganesan Pugalenthi, Kai-Uwe Kalies, Enno Hartmann, Thomas Martinetz

Journal:

Journal of Theoretical Biology

Year:

2013

Language:

english

File:

PDF, 268 KB

english, 2013

32

The phase response of the cortical slow oscillation

Arne Weigenand, Thomas Martinetz, Jens Christian Claussen

Journal:

Cognitive Neurodynamics

Year:

2012

Language:

english

File:

PDF, 744 KB

english, 2012

33

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

Ngo, Hong-Viet V., Martinetz, Thomas, Born, Jan, Mölle, Matthias

Journal:

Year:

2013

Language:

english

File:

PDF, 739 KB

english, 2013

34

The Support Feature Machine: Classification with the Least Number of Features and Application to Neuroimaging Data

Klement, Sascha, Anders, Silke, Martinetz, Thomas

Journal:

Neural Computation

Year:

2013

Language:

english

File:

PDF, 835 KB

english, 2013

35

A population model of the thalamo-cortical system during deep sleep

Michael Schellenberger Costa, Arne Weigenand, Thomas Martinetz…

Journal:

BMC Neuroscience

Year:

2013

Language:

english

File:

PDF, 77 KB

english, 2013

36

Self-organizing maps for hand and full body tracking

Coleca, Foti, State, Andreea, Klement, Sascha, Barth, Erhardt, Martinetz, Thomas

Journal:

Year:

2015

Language:

english

File:

PDF, 5.22 MB

english, 2015

37

SMpred: A Support Vector Machine Approach to Identify Structural Motifs in Protein Structure Without Using Evolutionary Information

Pugalenthi, Ganesan, Kandaswamy, Krishna Kumar, Suganthan, P. N., Sowdhamini, R., Martinetz, Thomas, Kolatkar, Prasanna R.

Journal:

Journal of Biomolecular Structure and Dynamics

Year:

2010

Language:

english

File:

PDF, 970 KB

english, 2010

38

[IEEE 2009 International Symposium on Signals, Circuits and Systems - ISSCS 2009 - Iasi, Romania (2009.07.9-2009.07.10)] 2009 International Symposium on Signals, Circuits and Systems - Head tracking with combined face and nose detection

Bohme, Martin, Haker, Martin, Martinetz, Thomas, Barth, Erhardt

Year:

2009

Language:

english

File:

PDF, 408 KB

english, 2009

39

Maximum distance minimization for feature weighting

Hocke, Jens, Martinetz, Thomas

Journal:

Pattern Recognition Letters

Year:

2015

Language:

english

File:

PDF, 391 KB

english, 2015

40

[IEEE 2006 19th Brazilian Symposium on Computer Graphics and Image Processing - Manaus (2006.10.8-2006.10.11)] 2006 19th Brazilian Symposium on Computer Graphics and Image Processing - Fast and Easy Computation of Approximate Smallest Enclosing Balls

Martinetz, Thomas, Mamlouk, Amir, Mota, Cicero

Year:

2006

Language:

english

File:

PDF, 583 KB

english, 2006

41

[IEEE 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops) - Anchorage, AK, USA (2008.06.23-2008.06.28)] 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops - Shading constraint improves accuracy of time-of-flight measurements

Bohme, Martin, Haker, Martin, Martinetz, Thomas, Barth, Erhardt

Year:

2008

Language:

english

File:

PDF, 843 KB

english, 2008

42

Hierarchical noise in large systems of independent agents

Wilke, Claus, Martinetz, Thomas

Journal:

Physical Review E

Year:

1998

Language:

english

File:

PDF, 162 KB

english, 1998

43

Adaptive walks on time-dependent fitness landscapes

Wilke, Claus O., Martinetz, Thomas

Journal:

Physical Review E

Year:

1999

Language:

english

File:

PDF, 96 KB

english, 1999

44

Lifetimes of agents under external stress

Wilke, Claus O., Martinetz, Thomas

Journal:

Physical Review E

Year:

1999

Language:

english

File:

PDF, 397 KB

english, 1999

45

[ACM Press the 2008 symposium - Savannah, Georgia (2008.03.26-2008.03.28)] Proceedings of the 2008 symposium on Eye tracking research & applications - ETRA '08 - A software framework for simulating eye trackers

Böhme, Martin, Dorr, Michael, Graw, Mathis, Martinetz, Thomas, Barth, Erhardt

Year:

2008

Language:

english

File:

PDF, 243 KB

english, 2008

46

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Uncertainty propagation for quality assurance in Reinforcement Learning

Schneegass, Daniel, Udluft, Steffen, Martinetz, Thomas

Year:

2008

Language:

english

File:

PDF, 308 KB

english, 2008

47

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - Fast model selection for MaxMinOver-based training of support vector machines

Timm, Fabian, Klement, Sascha, Martinetz, Thomas

Year:

2008

Language:

english

File:

PDF, 1.05 MB

english, 2008

48

BINDING MATRIX: A NOVEL APPROACH FOR BINDING SITE RECOGNITION

KIM, JAN T., GEWEHR, JAN E., MARTINETZ, THOMAS

Journal:

Journal of Bioinformatics and Computational Biology

Year:

2004

Language:

english

File:

PDF, 438 KB

english, 2004

49

ON THE BOUNDEDNESS OF AN ITERATION INVOLVING POINTS ON THE HYPERSPHERE

BINDER, THOMAS, MARTINETZ, THOMAS

Journal:

International Journal of Computational Geometry & Applications

Year:

2012

Language:

english

File:

PDF, 250 KB

english, 2012

50

SPIE Proceedings [SPIE IS&T/SPIE Electronic Imaging - San Francisco, California, USA (Sunday 2 February 2014)] Human Vision and Electronic Imaging XIX - Visual manifold sensing

Rogowitz, Bernice E., Pappas, Thrasyvoulos N., de Ridder, Huib, Burciu, Irina, Ion-Margineanu, Adrian, Martinetz, Thomas, Barth, Erhardt

Year:

2014

Language:

english

File:

PDF, 1.23 MB

english, 2014