Thomas Hermle




Adresse


Forschungsinteressen

  • Künstliche Neuronale Netze
  • Statistische Verfahren
  • Multivariate Datenanalyse und Mustererkennung
  • Merkmalsextraktion und -selektion
  • Wissensextraktion aus neuronalen Netzen
  • Anwendung dieser Verfahren auf den Gebieten der Chemie (Chemometrie), Physik, Biologie und Medizin
  • Analyse von Nervensignalen (Spikesorting, Spiketrainanalyse)


Studien- und Diplomarbeiten


Seminar


Proseminar


Praktika


Publikationen

  • T. Hermle, C. Schwarz, M. Bogdan, W. Rosenstiel "ANN-based System for Sorting Spike Waveforms Employing Refractory Periods",
    Proceedings of the ICANN 2005, Springer, Lecture Notes in Computer Science, 2005 (Accepted)
  • T. Hermle, C. Schwarz, M. Bogdan
    "Employing ICA and SOM for Spike Sorting of Multielectrode Recordings from CNS"
    J Physiol Paris, 2005 (Accepted)
  • T. Hermle, C. Schwarz, M. Bogdan
    "A Multilevel Spike Sorting Algorithm for Multineuron Recordings in CNS employing ICA and SOM", Poster, Ladislav Tauc Conference 2003 in Neurobiology - Decoding and Interfacing the Brain: From Neuronal Assemblies to Cyborgs, Gif-sur-Yvette, France, December 4-5, 2003
  • T. Hermle, C. Schwarz, M. Bogdan
    "Removal of cross-talk in multielectrode recordings - a case study", Poster, European Summer School on ICA, Berlin, Germany, June 16-17, 2003
  • F. Höhn, T. Hermle, H. A. Mayer, E. Lindner, W. Rosenstiel
    "Neural Networks Evaluating NMR Data: An Approach to Visualize Similarities and Relationships of Sol-Gel Derived Inorganic-Organic And Organometallic Hybrid Polymers", J. Chem. Inf. Comput. Sci. 2002, 42, 36-45
  • T. Hermle, M. Bogdan, C. Schwarz
    "Spike sorting algorithm based on independent components analysis (INCA) and a self-organizing map (SOM) minimizing user interaction - application to multineuron recordings in rat's CNS", Proceedings, World Congress on Neuroinformatics, Wien, Austria, September 24-29, 2001
  • C. Fietzek, T. Hermle, W. Rosenstiel, V. Schurig
    "Chiral discrimination of limonene by use of ß-cyclodextrin-coated quartz-microbalances (QCMs) and data evaluation by artificial neural networks", Fresenius J Anal Chem 371, 2001, 1:58-63
  • E. Sapozhnikova, T. Hermle, L. Ludwig, V. Lunin, W. Rosenstiel
    "ART Neural Networks in the Analysis of Monitoring Data", Proceedings, Eighteenth IASTED International Conference on Applied Informatics, AI 2000, Innsbruck, Austria, February 14-17, 2000
  • F. Brasini, R. Rovatti, T. Hermle, M.Rudan
    "Cluster Translation for Concentration Estimation", Proceedings, 6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen, September 20 - 22, 1999
  • C. Fietzek, T. Hermle, S. Reich, J.Pfeiffer, M.Roeder, H.Czesla, U. Weimar, W. Rosenstiel, V. Schurig, W. Göpel
    "Recognition of chiral flavoring agents using b-cyclodextrin-coated quartz-crystal-microbalances (QCMs)", Proceedings, 6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen, September 20 - 22, 1999
  • T. Hermle
    "Bewertung und Optimierung rechnerbasierter Auswertmethoden für chemische Gassensoren", Diplomarbeit, Tübingen 1998
  • T. Hermle, U. Weimar, W. Rosenstiel and W. Göpel
    "Feature Extraction for a Hybrid Gas Sensing System", Proceedings, 5th Int. Symposium on Olfaction & Electronic Nose 98, Baltimore, September 27 - 30, 1998.
  • T. Hermle, U. Weimar, W. Rosenstiel, W. Göpel
    "Performance of selected Evaluation Methods for a Hybrid Sensor System", Proceedings, 6th Int. Symposium on Olfaction & Electronic Nose 99, Tübingen, September 20 - 22, 1999
  • M. Schweizer-Berberich, M. Frank, T. Hermle, H. Ulmer, J. Mitrovics, U. Weimar and W. Göpel
    "Quality Tests of Electronic Noses: The Influence of Sample Dilution and Sensor Drifts on the Pattern Recognition for Selected Case Studies", Proceedings, 7th IMCS, Beijing (China) ISBN 7-80003-423-2 (1998) 139-141


Letzte Änderung: 2003-05-13
Thomas Hermle