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    Inffeldgasse 16b Graz

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Research Output 1983 2018

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Conference contribution
2018

Camera-based vehicle velocity estimation from monocular video

Kampelmühler, M. D., Müller, M. G. & Feichtenhofer, C., 5 Feb 2018, Computer Vision Winter Workshop (CVWW), 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Implementation of Bayesian Inference in Distributed Neural Networks

Yu, Z., Huang, T. & Liu, J. K., 6 Jun 2018, Proceedings - 26th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, PDP 2018. Institute of Electrical and Electronics Engineers, p. 666-673 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Neural networks
Brain
Sampling
Importance sampling
Bayesian networks

Long short-term memory and learning-to-learn in networks of spiking neurons

Bellec, G. E. F., Salaj, D., Subramoney, A., Legenstein, R. & Maass, W., 2018, Advances in Neural Information Processing Systems: NeurIPS.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Long Term Memory and the Densest K-Subgraph Problem

Legenstein, R., Maass, W., Papapdimitriou, C. H. & Vempala, S. S., 2018, 9th Innovations in Theoretical Computer Science Conference (ITCS 2018). Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Vol. 94. p. 57:1–57:15 57. (LIPIcs-Leibniz International Proceedings in Informatics ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Data storage equipment
Graph theory
Plasticity
Experiments

Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons

Ananri, N., Daskalakis, C., Maass, W., Papadimitriou, C. H., Saberi, A. & Vempala, S., 2018, Advances in Neural Information Processing Systems 2018.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2017

Voronoi diagrams for parallel halflines and line segments in space

Aurenhammer, F., Jüttler, B. & Paulini, G., 2017, LIPIcs-Leibniz International Proceedings in Informatics. Schloss Dagstuhl - Leibniz-Zentrum für Informatik GmbH, Vol. 92.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2016

Contributing to the early identification of neurodevelopmental disorders: The retrospective analysis of pre-linguistic vocalisations in home video material

Pokorny, F. B., Schuller, B. W., Peharz, R., Pernkopf, F., Bartl-Pokorny, K. D., Einspieler, C. & Marschik, P. B., 2016, Congreso Internacional Psicologia Clinica.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Voronoi diagrams for parallel halflines in 3D

Aurenhammer, F., Paulini, G. & Jüttler, B., 30 Mar 2016, Proceedings of the 32nd European Workshop on Computational Geometry EuroCG'2016.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Costs
2015

Synaptic sampling: A Bayesian approach to neural network plasticity and rewiring

Kappel, D., Habenschuss, S., Legenstein, R. & Maass, W., 2015, (Accepted/In press) Proceedings of NIPS. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Plasticity
Sampling
Neural networks
Maximum likelihood
Brain

Three-dimensional straight skeletons from bisector graphs

Aurenhammer, F. & Walzl, G. C., 2015, Proc. 5th International Conference on Analytic Number Theory and Spatial Tessellations. ., p. 15-29

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Bisector
Skeleton
Straight
Shrinking
Polytope
2014

Polytope Offsets and Straight Skeletons in 3D

Walzl, G. C. & Aurenhammer, F., 2014, Proceedings of the 30th Annual Symposium on Computational Geometry (SoCG '14). ., p. 98-99

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Steady-State Somatosensory Evoked Potentials in Minimally Conscious Patients – Challenges and Perspectives

Pokorny, C., Pichler, G., Lesenfants, D., Noirhomme, Q., Laureys, S. & Müller-Putz, G., 2014, Proceedings of the 6th International Brain-Computer Interface Conference Graz 2014. Graz: Verlag der Technischen Universität Graz, p. 055-1-055-4

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2013

Auditorily elicited neural oscillations associated with motor execution, motor imagery and non-motor mental tasks

Horki, P., Klobassa, D. S., Pokorny, C. & Müller-Putz, G., 2013, Proceedings BMT (Biomedizinische Technik) 2013. Pardalos, P. M. & Rebennack, S. (eds.). ., p. 1-2

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints

Habenschuss, S., Bill, J. & Nessler, B., 2013, Annual Conference on Neural Information Processing Systems. ., p. 782-790

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Implementation of a new independent SSVEP-based BCI

Lesenfants, D., Habbal, D., Pokorny, C., Chatelle, C., Horki, P., Gomez, F., Soddu, A., Müller-Putz, G., Laureys, S. & Noirhomme, Q., 2013, Proceedings of the Fifth International Brain-Computer Interface Meeting. Graz, Österreich: Verlag der Technischen Universität Graz, p. 304-305

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learned Muscle Synergies as Prior in Dynamical Systems for Controlling Bio-mechanical and Robotic Systems

Rückert, E. & d'Avella, A., 2013, (Accepted/In press) Abstracts of Neural Control of Movement Conference (NCM 2013). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Structure and Computation of Straight Skeletons in 3-Space

Walzl, G. C. & Aurenhammer, F., 2013, Proc. 24th International Symposium on Algorithms and Computation ISAAC'13. Hong Kong: ., Vol. Volume 8283. p. 44-54

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Skeleton
Polytope
Straight

Voronoi Diagrams from (possibly discontinous) Embeddings

Kapl, M., Aurenhammer, F. & Jüttler, B., 2013, Proc. International Symposium on Voronoi Diagrams ISVD 2013, IEEE Computer Society. p. 47-50

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Voronoi Diagram
Diagram
Rescaling
Scaling Function
Injective

Voronoi Diagrams from Distance Graphs

Aurenhammer, F., Kapl, M. & Jüttler, B., 2013, Proceeding 20th European Workshop on Computational Geometry EUROCG 2013. Braunschweig, p. 185-188

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Distance Graph
Voronoi Diagram
Metric
Distance in Graphs
Generalized Polygon
2012

A study of Morphological Computation by using Probabilistic Inference for Motor Planning

Rückert, E. & Neumann, G., 2012, (Accepted/In press) International Conference on Morphological Computation. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Exact Medial Axis Computation for Circular Arc Boundaries

Aichholzer, O., Aigner, W., Hackl, T. & Wolpert, N., 2012, Curves and Surfaces 2010. Heidelberg: Springer, Vol. 6920. p. 28-42 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exact medial axis computation for triangulated solids with respect to piecewise linear metrics

Aichholzer, O., Aigner, W., Aurenhammer, F. & Jüttler, B., 2012, Curves and Surfaces. Berlin: Springer, Vol. 6920. p. 1-27 (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Liquid Computing in a Simplified Model of Cortical Layer IV: Learning to Balance a Ball

Maass, W., Probst, D., Markram, H. & Gewaltig, M. O., 2012, Lecture Notes in Computer Science. ., p. 209-216

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On triangulation axes of polygons

Aurenhammer, F., Aigner, W. & Jüttler, B., 2012, Proc. 28th European Workshop on Computational Geometry EUROCG'2012. ., p. 125-128

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Triangulations with circular arcs

Aichholzer, O., Aigner, W., Aurenhammer, F., Jüttler, B., Dobiásová, K. & Rote, G., 2012, Graph Drawing. van Kreveld, M. & Speckmann, B. (eds.). Berlin; Heidelberg [u.a.]: Springer, Vol. 7034. p. 296-307 (Lecture notes in computer science).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2011

Dendritic computation could support probabilistic inference in networks of spiking neurons

Legenstein, R., 2011, Abstracts Annual Meeting. ., p. 1-1

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearch

Eliminating the teacher in reservoir computing

Hörzer, G. M., Legenstein, R. & Maass, W., 2011, Proceedings of the 2nd International Conference on Morphological Computation. ., p. 32-32

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Exact medial axis computation of triangulated solid for piecewise linear metrics

Aigner, W., 2011, Springer LNCS 6920. LNCS: Springer, p. 1-27

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2010

3-Colorability of pseudo-triangulations

Aichholzer, O., Aurenhammer, F., Hackl, T., Huemer, C., Pilz, A. & Vogtenhuber, B., 2010, Collection of Abstracts of the 26th European Workshop on Computational Geometry 2010. ., p. 21-24

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Arc Triangulations

Aichholzer, O., Aigner, W., Aurenhammer, F., Dobiásová, K. & Jüttler, B., 2010, Proceedings of the 26th European Workshop on Computational Geometry. ., p. 17-20

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Combining predictions for accurate recommender systems

Legenstein, R., 2010, Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining. ., p. 693-702

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Functional network reorganization in motor cortex can be explained by reward-modulated Hebbian learning

Legenstein, R., Chase, S., Schwartz, A. B. & Maass, W., 2010, Proc. of NIPS 2009, Advances in Neural Information Processing Systems. MIT Press, p. 1105-1113

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Replacing supervised classification learning with Slow Feature Analysis in spiking neural networks

Klampfl, S. & Maass, W., 2010, Advances in Neural Information Processing Systems. MIT Press, p. 988-996

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Simulator-like exploration of cortical network architectures with a mixed-signal VLSI system

Bill, J., Bruederle, D., Kaplan, B., Kremkow, J., Meier, K., Mueller, E. & Schemmel, J., 2010, Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International Symposium on. ., p. 2784-2787

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

STDP enables spiking neurons to detect hidden causes of their inputs

Nessler, B., Pfeiffer, M. & Maass, W., 2010, Proc. of Advances in Neural Information Processing Systems (NIPS). MIT Press, p. 1357-1365

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Straight skeletons for binary shapes

Demuth, M., Aurenhammer, F. & Pinz, A., 2010, Computer Vision and Pattern Recognition Workshops (CVPRW). ., p. 9-16

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2009

Divide-and-conquer for voronoi diagrams revisited

Aichholzer, O., Aigner, W., Aurenhammer, F., Hackl, T., Jüttler, B., Pilgerstorfer, E. & Rabl, M., 2009, Proceedings of the Twenty-Fifth Annual Symposium on Computational Geometry (SCG '09). ., p. 189-197

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Divide-and-conquer for voronoi diagrams revisited

Aichholzer, O., Aigner, W., Aurenhammer, F., Hackl, T., Jüttler, B., Pilgerstorfer, E. & Rabl, M., 2009, Collection of Abstracts of the 25th European Workshop on Computational Geometry 2009. ., p. 293-296

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Hebbian learning of Bayes optimal decisions

Nessler, B., Pfeiffer, M. & Maass, W., 2009, (Accepted/In press) Advances in neural information processing systems 21. Red Hook, NY: Curran Associates, Inc, p. 1169-1176

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learning Complex Motions by Sequencing Simpler Motion Templates

Neumann, G., Maass, W. & Peters, J., 2009, Proceedings of the Twenty-Sixth International Conference on Machine Learning (ICML 2009). Madison: International Machine Learning Society, p. 753-761

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Open Access
File

Lower and upper bounds on the number of empty cylinders and ellipsoids

Aichholzer, O., Aurenhammer, F., Devillers, O., Hackl, T., Teillaud, M. & Vogtenhuber, B., 2009, Collection of Abstracts of the 25th European Workshop on Computational Geometry 2009. ., p. 139-142

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Motifs, algebraic connectivity and computational performance of two data- based cortical circuit templates

Koeppl, H. & Häusler, S., 2009, International Workshop on Computational Systems Biology. Tampere: Tampere International Center for Signal Processing, Vol. 48. p. 83-86 (TICSP series).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing

Schrauwen, B., Büsing, L. H. & Legenstein, R., 2009, (Accepted/In press) Annual Conference on Neural Information Processing Systems. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Recovering structure from r-sampled objects

Aichholzer, O., Aurenhammer, F., Kornberger, B., Plantinga, S., Rote, G., Sturm, A. & Vegter, G., 2009, Symposium on Geometry Processing 2009. Malden, Mass.: Blackwell, Vol. 28,2009,5. p. 1349-1360 (Computer graphics forum, Special Issue).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Two-convex polygons

Aichholzer, O., Aurenhammer, F., Hurtado, F., Ramos, P. A. & Urrutia, J., 2009, Proc. 25th European Workshop on Computational Geometry EuroCG '09. ., p. 117-120

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2008

A model for learning effects in motor cortex that may facilitate the brain control of neuroprosthetic devices

Legenstein, R., Chase, S. M., Schwartz, A. B. & Maass, W., 2008, (Accepted/In press) 2008 Neuroscience Meeting Planner, Online. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computing convex quadrangulations

Aurenhammer, F., Demuth, M. & Schiffer, T., 2008, (Accepted/In press) Proceedings of International Symposium on Voronoi Diagrams in Science and Engineering 2008. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Fitted Q-Iteration by Advantage Weighted Regression

Neumann, G., 2008, (Accepted/In press) Advances in Neural Information Processing Systems 22 (NIPS 2008). MIT Press

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Improved neighborhood-based algorithms for large-scale recommender systems

Legenstein, R., 2008, (Accepted/In press) KDD-Cup and Workshop. ACM, 2008. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Seed Polytopes for Incremental Approximation

Aichholzer, O., Aurenhammer, F., Hackl, T., Kornberger, B., Plantinga, S., Rote, G., Sturm, A. & Vegter, G., 2008, Collection of Abstracts of the 24th European Workshop on Computational Geometry 2008. ., p. 13-16

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review