Juergen Schmidhuber

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Juergen Schmidhuber

 https://orcid.org/0000-0002-1468-6758
Calculated based on number of publications stored in Pure and citations from Scopus
1989 …2025

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  • 2011

    A committee of neural networks for traffic sign classification

    Cireşan, D., Meier, U. & Schmidhuber, J., Oct 24 2011, Proceedings of the International Joint Conference on Neural Networks. p. 1918-1921 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    327 Scopus citations

  • A family of Gödel machine implementations

    Steunebrink, B. R. & Schmidhuber, J., Aug 11 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 275-280 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • Artificial curiosity with planning for autonomous perceptual and cognitive development

    Luciw, M., Graziano, V., Ring, M. & Schmidhuber, J., Nov 1 2011, 2011 IEEE International Conference on Development and Learning, ICDL 2011.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    23 Scopus citations

  • AutoIncSFA and vision-based developmental learning for humanoid robots

    Kompella, V. R., Pape, L., Masci, J., Frank, M. & Schmidhuber, J., Dec 1 2011, IEEE-RAS International Conference on Humanoid Robots. p. 622-629 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Better digit recognition with a committee of simple neural nets

    Meier, U., Cireşan, D. C., Gambardella, L. M. & Schmidhuber, J., Dec 2 2011, Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 1250-1254 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    49 Scopus citations

  • Coherence progress: A measure of interestingness based on fixed compressors

    Schaul, T., Pape, L., Glasmachers, T., Graziano, V. & Schmidhuber, J., Aug 11 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 21-30 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • Convolutional neural network committees for handwritten character classification

    Cireşan, D. C., Meier, U., Gambardella, L. M. & Schmidhuber, J., Dec 2 2011, Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 1135-1139 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    459 Scopus citations

  • Curiosity-driven optimization

    Schaul, T., Sun, Y., Wierstra, D., Gomez, F. & Schmidhuber, J., Aug 29 2011, 2011 IEEE Congress of Evolutionary Computation, CEC 2011. p. 1343-1349 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Flexible, high performance convolutional neural networks for image classification

    Cireşan, D. C., Meier, U., Masci, J., Gambardella, L. M. & Schmidhuber, J., Dec 1 2011, IJCAI International Joint Conference on Artificial Intelligence. p. 1237-1242 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1189 Scopus citations

  • High dimensions and heavy tails for natural evolution strategies

    Schaul, T., Glasmachers, T. & Schmidhuber, J., Aug 24 2011, Genetic and Evolutionary Computation Conference, GECCO'11. p. 845-852 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    109 Scopus citations

  • Incremental basis construction from temporal difference error

    Sun, Y., Gomez, F., Ring, M. & Schmidhuber, J., Oct 7 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 481-488 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Incremental slow feature analysis

    Kompella, V. R., Luciw, M. & Schmidhuber, J., Dec 1 2011, IJCAI International Joint Conference on Artificial Intelligence. p. 1354-1359 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    18 Scopus citations

  • Intrinsically motivated neuroevolution for vision-based reinforcement learning

    Cuccu, G., Luciw, M., Schmidhuber, J. & Gomez, F., Nov 1 2011, 2011 IEEE International Conference on Development and Learning, ICDL 2011.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    22 Scopus citations

  • Max-pooling convolutional neural networks for vision-based hand gesture recognition

    Nagi, J., Ducatelle, F., Di Caro, G. A., Cireşan, D., Meier, U., Giusti, A., Nagi, F., Schmidhuber, J. & Gambardella, L. M., Dec 1 2011, 2011 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2011. p. 342-347 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    569 Scopus citations

  • Modular deep belief networks that do not forget

    Pape, L., Gomez, F., Ring, M. & Schmidhuber, J., Oct 24 2011, Proceedings of the International Joint Conference on Neural Networks. p. 1191-1198 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • On fast deep nets for AGI vision

    Schmidhuber, J., Cireşan, D., Meier, U., Masci, J. & Graves, A., Aug 11 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 243-246 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Optimal direct policy search

    Glasmachers, T. & Schmidhuber, J., Aug 11 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 52-61 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations

  • Planning to be surprised: Optimal Bayesian exploration in dynamic environments

    Sun, Y., Gomez, F. & Schmidhuber, J., Aug 11 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 41-51 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    91 Scopus citations

  • Sequential constant size compressors for reinforcement learning

    Gisslén, L., Luciw, M., Graziano, V. & Schmidhuber, J., Aug 11 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 31-40 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Stacked convolutional auto-encoders for hierarchical feature extraction

    Masci, J., Meier, U., Cireşan, D. & Schmidhuber, J., Jun 24 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 52-59 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1728 Scopus citations

  • The two-dimensional organization of behavior

    Ring, M., Schaul, T. & Schmidhuber, J., Nov 1 2011, 2011 IEEE International Conference on Development and Learning, ICDL 2011.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Unsupervised modeling of partially observable environments

    Graziano, V., Koutník, J. & Schmidhuber, J., Sep 9 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 503-515 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Scopus citations
  • 2010

    Algorithm selection as a bandit problem with unbounded losses

    Gagliolo, M. & Schmidhuber, J., Jul 20 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 82-96 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations

  • A natural evolution strategy for multi-objective optimization

    Glasmachers, T., Schaul, T. & Schmidhuber, J., Nov 12 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 627-636 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Scopus citations

  • Application of mismatched cellular nonlinear networks for physical cryptography

    Csaba, G., Ju, X., Ma, Z., Chen, Q., Porod, W., Schmidhuber, J., Schlichtmann, U., Lugli, P. & Rührmair, U., Jan 1 2010, 2010 12th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA 2010. IEEE Computer Society

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    18 Scopus citations

  • Artificial scientists & artists based on the formal theory of creativity

    Schmidhuber, J., Jul 5 2010, Artificial General Intelligence - Proceedings of the Third Conference on Artificial General Intelligence, AGI 2010. p. 145-150 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Characteristic kernels on structured domains excel in robotics and human action recognition

    Danafar, S., Gretton, A. & Schmidhuber, J., Nov 5 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 264-279 16 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Evolving neural networks in compressed weight space

    Koutník, J., Gomez, F. & Schmidhuber, J., Aug 27 2010, Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10. p. 619-625 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    63 Scopus citations

  • Exponential natural evolution strategies

    Glasmachers, T., Schaul, T., Yi, S., Wierstra, D. & Schmidhuber, J., Aug 27 2010, Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10. p. 393-400 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    145 Scopus citations

  • Frontier search

    Yi, S., Glasmachers, T., Schaul, T. & Schmidhuber, J., Jul 5 2010, Artificial General Intelligence - Proceedings of the Third Conference on Artificial General Intelligence, AGI 2010. p. 158-163 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • Improving the asymptotic performance of Markov chain Monte-Carlo by inserting vortices

    Sun, Y., Gomez, F. & Schmidhuber, J., Dec 1 2010, Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • Modeling attacks on physical unclonable functions

    Rührmair, U., Sehnke, F., Sölter, J., Dror, G., Devadas, S. & Schmidhuber, J., Dec 16 2010, Proceedings of the ACM Conference on Computer and Communications Security. p. 237-249 13 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    811 Scopus citations

  • Multi-dimensional deep memory atari-Go players for parameter exploring policy gradients

    Grüttner, M., Sehnke, F., Schaul, T. & Schmidhuber, J., Nov 8 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 114-123 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • Multimodal parameter-exploring policy gradients

    Sehnke, F., Graves, A., Osendorfer, C. & Schmidhuber, J., Dec 1 2010, Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010. p. 113-118 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    11 Scopus citations

  • Policy gradients for cryptanalysis

    Sehnke, F., Osendorfer, C., Sölter, J., Schmidhuber, J. & Rührmair, U., Nov 8 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 168-177 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    6 Scopus citations

  • Robust texture recognition using credal classifiers

    Corani, G., Giusti, A., Migliore, D. & Schmidhuber, J., Jan 1 2010, British Machine Vision Conference, BMVC 2010 - Proceedings. British Machine Vision Association, BMVA

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    5 Scopus citations

  • Searching for minimal neural networks in fourier space

    Koutník, J., Gomez, F. & Schmidhuber, J., Jan 1 2010, Artificial General Intelligence - Proceedings of the Third Conference on Artificial General Intelligence, AGI 2010. Atlantis Press, p. 61-66 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations

  • STIFF: Enhancing biomorphic agility through variable stiffness

    Van Der Smagt, P., Van Der Helm, F., Schmidhuber, J., Vijayakumar, S. & McIntyre, J., Dec 1 2010, 4th International Conference on Cognitive Systems, CogSys 2010.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Towards practical universal search

    Schaul, T. & Schmidhuber, J., Jan 1 2010, Artificial General Intelligence - Proceedings of the Third Conference on Artificial General Intelligence, AGI 2010. Atlantis Press, p. 139-144 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    10 Scopus citations
  • 2009

    An em based training algorithm for recurrent neural networks

    Unkelbach, J., Yi, S. & Schmidhuber, J., Nov 6 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 964-974 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations

  • Driven by compression progress: A simple principle explains essential aspects of subjective beauty, novelty, surprise, interestingness, attention, curiosity, creativity, art, science, music, jokes

    Schmidhuber, J., Sep 28 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 48-76 29 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    74 Scopus citations

  • Efficient natural evolution strategies

    Sun, Y., Wierstra, D., Schaul, T. & Schmidhuber, J., Dec 31 2009, Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO-2009. p. 539-545 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    81 Scopus citations

  • Evolving memory cell structures for sequence learning

    Bayer, J., Wierstra, D., Togelius, J. & Schmidhuber, J., Nov 27 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 755-764 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    78 Scopus citations

  • Hierarchical controller learning in a first-person shooter

    Van Hoorn, N., Togelius, J. & Schmidhuber, J., Dec 14 2009, CIG2009 - 2009 IEEE Symposium on Computational Intelligence and Games. p. 294-301 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    37 Scopus citations

  • Measuring and optimizing behavioral complexity for evolutionary reinforcement learning

    Gomez, F. J., Togelius, J. & Schmidhuber, J., Nov 30 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 765-774 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    9 Scopus citations

  • Offline handwriting recognition with multidimensional recurrent neural networks

    Graves, A. & Schmidhuber, J., Dec 1 2009, Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. p. 545-552 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    765 Scopus citations

  • Robust player imitation using multiobjective evolution

    Van Hoorn, N., Togelius, J., Wierstra, D. & Schmidhuber, J., Nov 25 2009, 2009 IEEE Congress on Evolutionary Computation, CEC 2009. p. 652-659 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    40 Scopus citations

  • Scalable neural networks for board games

    Schaul, T. & Schmidhuber, J., Nov 19 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 1005-1014 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    7 Scopus citations

  • Stochastic search using the natural gradient

    Yi, S., Wierstra, D., Schaul, T. & Schmidhuber, J., Dec 9 2009, Proceedings of the 26th International Conference On Machine Learning, ICML 2009. p. 1161-1168 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    50 Scopus citations

  • Stochastic search using the natural gradient

    Yi, S., Wierstra, D., Schaul, T. & Schmidhuber, J., Sep 15 2009, ACM International Conference Proceeding Series.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    17 Scopus citations