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link to publications from 2004 to date
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Michael Biehl: Publications 1994-2003


Publications in 2003

M. Biehl
The statistical physics of learning: phase transitions and dynamical symmetry breaking
(not available on-line)
invited contribution to Adaptivity and learning, an interdisciplinary debate , eds. R. Kühn et al., Springer (2003)

M. Biehl and N. Caticha
Statistical mechanics of on-line learning and generalization (PS version)    (PDF version)
(c) MIT Press, invited contribution (preprint version) to the second edition of
Handbook of Brain Theory and Neural Networks, ed. M.A. Arbib, MIT Press (2003), 1095-1098.

M. Kotrla, F. Much, T. Volkmann, M. Biehl
Mechanism of formation of self-assembled nanostructures in heteroepitaxy
in: Proc. of Int. Conference NANO'03, Brno/Cz 2003, ed. P. Sandera, FSI VUT Brno, 98-103
preprint (PS version)    (PDF version)

F. Much and M. Biehl
Simulation of wetting-layer and island formation in heteroepitaxial growth
preprint version of Europhys. Lett. 63, 14 (2003)
(PS version)    (PDF version)

M. Biehl, M. Ahr, W. Kinzel, F. Much
Kinetic Monte Carlo simulations of hetero-epitaxial growth
Thin Solid Films 428, 52 (2003)
(not available on-line)


Publications in 2002

C. Bunzmann, M. Biehl, and R. Urbanczik
Supervised learning in committee machines by PCA
preprint version of an article in: ESANN 2002, European Symposium on Artificial Neural Networks, Bruges/Belgium,
ed. M. Verleysen, d-side publishing (2002)

M. Ahr and M. Biehl
Flat (001) surfaces of II-VI semiconductors: A lattice gas model
preprint version of Surface Science 505, 124 (2002)

(PS version)    (PDF version)

M. Biehl and W. Kinzel
Terrace sizes and particle currents in epitaxial growth
contribution to the International Symposium on Advanced Fluid Information, Sendai/Japan (2001)
preprint version of JSME International Journal B 45, 112 (2002)
(PS version)    (PDF version)

F. Much, M. Ahr, M. Biehl, and W. Kinzel
A Kinetic Monte Carlo method for the simulation of heteroepitaxial growth
preprint version of a contribution to the
Conference on Computational Physics, Aachen/Germany, 2001
Comp. Phys. Comm. 147, 226 (2002)

M. Ahr, M. Biehl, and T. Volkmann
Modelling (001) surfaces of II-VI semiconductors
preprint version of a contribution to the
Conference on Computational Physics, Aachen/Germany, 2001,
Comp. Phys. Comm. 147, 107 (2002)
(PS version)    (PDF version)


Publications in 2001

M. Biehl, C. Bunzmann, and R. Urbanczik
Training multilayer perceptrons by principal component analysis
preprint version of Physica A 302: 56 (2001)
(Minerva International Workshop Frontiers in the physics of complex systems 2001)

C. Bunzmann, M. Biehl, and R. Urbanczik
Efficiently learning multilayer perceptrons
preprint version of Phys. Rev. Lett. 86: 2166 (2001)

A. Floren, A. Freking, M. Biehl, and K.E. Linsenmair
Anthropogenic disturbance changes the mechanisms structuring aboreal tropical ant communities
preprint version of Ecography 24 (2001):547-554

F. Much, M. Ahr, M. Biehl, and W. Kinzel
Kinetic Monte Carlo simulations of dislocations in heteroepitaxial growth
preprint version of Europhys. Lett. 56, 791 (2001)

(PS version)    (PDF version)

M. Biehl, M. Ahr, M. Kinne, W. Kinzel, and S. Schinzer
Particle currents and the distribution of terrace sizes in unstable epitaxial growth
preprint version of Phys. Rev. B 64 (Brief Reports), 113405 (2001)

(PS version)    (PDF version)

M. Ahr and M. Biehl
Modelling sublimation and atomic layer epitaxy in the presence of competing surface reconstructions
preprint version of Surface Science (Letters) 488 , L553 (2001)

(PS version)

M. Biehl, M. Ahr, W. Kinzel, M. Sokolowski, T. Volkmann
A lattice gas model of II-VI(001) semiconductor surfaces   
preprint version of Europhys. Lett. 53, 169 (2001)

(PS version)     (PDF version)


Publications in 2000

M. Biehl, M. Ahr, and E. Schlösser
Statistical physics of learning: Phase transitions in multilayered neural networks
preprint version of an article in: Advances in Solid State Physics 40, ed. B. Kramer, Vieweg (2000)

M. Biehl, R. Kühn, and I.-O. Stamatescu
Learning structured data from unspecific reinforcement
preprint version of J. Phys. A 33: 6843 (2000)

M. Ahr, M. Biehl, M. Kinne, W. Kinzel,
The influence of the crystal lattice on coarsening in unstable epitaxial growth
preprint version of Surface Science 465 , 339 (2000)

(PS version)    (PDF version)

M. Ahr and M.Biehl,
Singularity spectra of rough growing surfaces from wavelet analysis
preprint version of Phys. Rev. E 62, 1773 (2000)


Publications in 1999

S. Schinzer, M.Kinne, M.Biehl, and W. Kinzel,
The role of step edge diffusion in epitaxial crystal growth
preprint version of Surface Science 439, 191 (1999)

M. Biehl, M. Kinne, W. Kinzel, and S. Schinzer,
A simple model of epitaxial growth: the influence of step edge diffusion
preprint of an invited contribution to the CCP 1998 in Granada/Spain,
Comp. Phys. Comm. 121-122, 347 (1999)

S. Schinzer, M. Sokolowski,M.Biehl, and W. Kinzel,
Unconventional MBE strategies from computer simulations for optimized growth conditions
preprint version of Phys. Rev. B 60 , 2893, 1999

S. Schinzer, M. Sokolowski, M.Biehl, and W. Kinzel,
Evaporation and step edge diffusion in MBE
contribution to MBE-X, Cannes, 1998
preprint version of J. Cryst. Growth 201/202, 85, 1999

M. Ahr, M. Biehl, R. Urbanczik
Noisy regression and classification with continuous multilayer networks
preprint version of J. Phys. A 32: L531 (1999)

M. Ahr, M. Biehl, E. Schlösser
Weight decay induced phase transitions in multilayer neural networks
preprint version of J. Phys. A 32: 5003 (1999)

M. Ahr, M. Biehl, R. Urbanczik
Statistical physics and practical training of soft-committee machines
preprint version of Eur. Phys. J. B 10, 583, 1999

A. Freking, M. Biehl, C. Braun, W. Kinzel, and M. Meesmann,
Receiver operating characteristics of perceptrons: The influence of sample size and prevalence
preprint version of Phys. Rev. E 60, 5926 (1999), 1999

E. Schlösser, D. Saad, and M. Biehl,
Optimisation of on-line principal component analysis
preprint version of J. Phys. A 32, 4061, 1999


Publications in 1998

M. Biehl, W. Kinzel, and S. Schinzer
A simple model of epitaxial growth
preprint version of Europhys. Lett. 41 (1998), 443

M. Biehl, E. Schlösser, and M. Ahr
Phase transitions in soft-committee machines
preprint version of Europhys. Lett. 44, 261, 1998

M. Rosen-Zvi, M. Biehl, and I. Kanter
Learnability of perodic activation functions - general results
preprint version of Phys. Rev. E 58, 3606, 1998

M. Biehl, A. Freking, M. Hölzer, G. Reents, and E. Schlösser
On-line learning of prototypes and principal components
preprint version of a contribution to:
On-line learning in neural networks, D. Saad (ed.), Cambridge University Press (1998)

M. Biehl and E. Schlösser
The dynamics of on-line principal component analysis
preprint version of J.Phys. A 31 (1998), L97

M. Biehl, A. Freking, and G. Reents, E. Schlösser
Specialization processes in on-line unsupervised learning,
preprint version of a contribution to the Minerva Workshop
on Mesoscopics, Fractals and Neural Networks in Eilat (March 1997),
published in Philosophical Magazine B (1998), 1487


Publications in 1997

M. Copelli, R. Eichhorn, O. Kinouchi, M. Biehl,
R. Simonetti, P. Riegler, and N. Caticha
Noise Robustness in Multilayer Neural Networks,
preprint version of Europhys. Lett. 37 (1997), 427

M. Biehl,A. Freking, G. Reents
Dynamics of On-line Competitive Learning,
preprint version of Europhys. Lett. 38 (1997), 73


Publications in 1996

M. Biehl, P. Riegler, C. Wöhler
Transient dynamics of on-line learning in
two-layered neural networks,
preprint version of J. Phys. A: Math.Gen. 29 (1996) 4769.

C. Marangi, S.A. Solla, M. Biehl, P. Riegler
Off-line learning from clustered input examples,
Neural Nets, WIRN Vietri--95, eds. M. Marinaro, and R. Tagliaferri
final version appeared in Proceedings of the 7th Italian workshop on neural nets,
World Scientific (1996)

P. Riegler, M. Biehl, S.A. Solla, C. Marangi
On-line learning from clustered input examples,
Neural Nets, WIRN Vietri--95, eds. M Marinaro, and R Tagliaferri
final version appeared in Proceedings of the 7th Italian workshop on neural nets,
World Scientific (1996)


Publications in 1995

M. Biehl, P. Riegler, M. Stechert
Learning from noisy data: an exactly solvable model
preprint version of Phys. Rev. E. 52 (1995) 4624 (Rap. Comm.).

P. Riegler, M. Biehl
On-line backpropagation in two-layered neural networks,
preprint version of J.Phys. A: Math.Gen. 28 (1995) L507.

M. Biehl and M. Opper
Perceptron learning: the largest version space
final version appeared in: Progress in Neural Processing 1,
World Scientific (1995)

M. Biehl, H. Schwarze
Learning by on-line gradient descent
preprint version of J.Phys. A: Math.Gen. 28 (1995) 643.

C. Marangi, M. Biehl, S.A. Solla
Supervised learning from clustered input examples,
preprint version of Europhys. Lett. 30 (1995) 117.


Publications in 1994

M. Biehl and P. Riegler
On-line learning with a perceptron,
preprint version of Europhys. Lett. 28 (1994) 525.

M. Biehl
An exactly solvable model of unsupervised learning,
preprint version of Europhys. Lett. 25 (1994) 525.

M. Biehl, A. Mietzner
Statistical mechanics of unsupervised structure recognition,
preprint version of J.Phys. A: Math.Gen. 27 (1994) 1885.


Sorry, even earlier publications (see navigation on the left for a complete list) are only available upon request (m.biehl_at_rug.nl)