Michal Steuer's home page
This web page is almost entirely devoted to the work I did in my doctoral thesis
for which I received a PhD from the
Faculty of Computing, Engineering and Mathematical Sciences
of the
University of the West of England in Bristol, UK.
Several parts of the research presented in the thesis were started at my home university
in the Neural Computing Group of the
Department of Computer Science and Engineering of the
Faculty of Electrical Engineering of the
Czech Technical University in Prague, and
during my stays at the
Department of Information Technology and Systems
of the Delft University of Technology
in the Netherlands.
Please do not hesitate to contact me if you have any questions, comments,
doing a similar work etc. My contact details
can be found at the end of this page.
A Modified Neocognitron for Pattern Recognition with an Application
to Respiratory Signal Classification
That is the official and unabridged title of my thesis.
You can check its abstract or
you can download the whole thesis.
My recommendation is to use a colour printer if you want to have the thesis printed.
Otherwise you can find a few figures a bit confusing. But colours are not used too often
so even a black&white copy will serve its purpose.
Publications
- M. Steuer, Modified Neocognitron for Pattern Recognition with an Application
to Respiratory Signal Classification, Ph.D. thesis, University of the West of England, 2003.
You can check the abstract of the thesis or you can
download the whole thesis,
- M. Steuer and P. Caleb-Solly and J. Smith,
Modified Neocognitron Network for Medical Signal Classification,
In Proceedings of the Fourth International Conference on
Neural Networks and Expert Systems in Medicine and Healthcare (Milos Island, Greece),
pp. 34--40, 2001.
- M. Steuer and P. Caleb-Solly and J. Smith,
An Alternative Approach for the Evaluation of the Neocognitron,
In Proceedings: 9-th European Symposium on Artificial Neural Networks ESANN 2001
(Bruges, Belgium), pp. 125--130, 2001.
- P. Caleb and M. Steuer,
Classification of surface defects on Hot Rolled Steel Using Adaptive Learning Methods,
In proceedings of IEEE KES 2000: Knowledge-based Intelligent Engineering Systems
and Allied Technologies (Brighton, UK),
The Institute of Electrical and Electronics Engineers,
pp. 103--108, 2000.
- M. Steuer and P. Caleb and G.B. Drummond and A.M.S. Black,
Visualisation and Categorisation of Respiratory Mechanism Using Self Organising Maps,
IEE Proceedings: Science, Measurement and Technology (journal),
Institution of Electrical Engineers,
Vol. 147, No 6, pp. 339--344, 2000.
- M. Steuer and P. Caleb and G.B. Drummond and A.M.S. Black,
Visualisation and Categorisation of Respiratory Mechanism Using Self Organising Maps,
In proceedings of IEE MEDSIP 2000: Advances in Medical Signal and Information Processing
(Bristol, UK),
Institution of Electrical Engineers, pp. 321--326, 2000.
- M. Steuer and P. Caleb and P.K. Sharpe and G.B. Drummond and A.M.S. Black,
Graphical Analysis of Respiration in Postoperative Patients Using Self Organising Maps,
In proceedings of ANNIMAB I: Perspectives in Neural Computing (Goteborg, Sweden),
Springer Verlag, pp. 149--154, 2000.
- Michal Steuer and Miroslav Šnorek and L.J.M. Rothkrantz,
The Neocognitron in an Educational and Simulation Environment,
Proceedings of the 1998 European Simulation Multiconference (Manchester, UK),
The Society for Computer Simulation, pp. 539--543, 1998.
- Michal Steuer and Miroslav Šnorek,
Simulation of Radiowaves Propagation Using Neural Networks,
Proceedings of the 1998 Eurosim Congress (Helsinki, Finland), 1998.
- Steuer Michal and Rothkrantz Leon and Šnorek Miroslav,
Improvement of Training of the Neocognitron Neural Network,
Proceedings of Workshop 97, Czech Technical University in Prague, 1997.
- Michal Steuer, Parallely Implemented Neocognitron-like Neural Network,
MSc thesis, Czech Technical University in Prague, 1996.
- Michal Steuer, Parallel Implementation of the Neocognitron,
Proceedings of the 1995 European Simulation Multiconference (Prague, The Czech Republic),
The Society for Computer Simulation, 1995, pp. 826--830.
Contact Details
You can contact me either by email at:
ABCmichal_steuer@seznam.cz (remove the ABC)
or by snail mail at my current office address:
Michal Steuer
Eurotel Praha
Vyskocilova 1442/1b,
140 21 Praha 4,
The Czech Republic
Last updated on October 12th 2009