Self-Calibrating Vision through Active Efficient Coding on a Novel Robotic Binocular Vision Platform J Mahn, C Wilmot, BE Shi, J Triesch
Human-like Behavior and Cognition in Robots Workshop at the 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021) (best poster award)
Towards Early Diagnosis of Epilepsy from EEG Data D Lu, S Bauer, V Neubert, LS Costard, F Rosenow, J Triesch
Proceedings of the 5th Machine Learning for Healthcare Conference, PMLR 126:80-96, 2020
Staging Epileptogenesis with Deep Neural Networks D Lu, S Bauer, V Neubert, LS Costard, F Rosenow, J Triesch
Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health (BCB 2020)
REAL-2019: Robot open-Ended Autonomous Learning competition E Cartoni, F Manella, VG Santucci, J Triesch, E Rueckert, G Baldassarre
Proceedings of Machine Learning Research 123:142–152, 2020 (NeurIPS 2019 Competition and Demonstration Track)
Evaluating the Ergonomics of a Virtual Reality Software for the Diagnosis and Treatment of Amblyopia J Schneider, J Tittes, M Fronius, P Feige, Y Wenner, R Hess, J Triesch Perception
A Computational Model of the Development and Treatment of Anisometropic Amblyopia S Eckmann, L Klimmasch, BE Shi, J Triesch Perception
From Animals to Animats 15
P Manoonpong, JC Larsen, X Xiong, J Hallam, J Triesch 15th International Conference on Simulation of Adaptive Behavior, SAB 2018, Frankfurt/Main, Germany, August 14-17, 2018, Proceedings (Vol. 10994). Springer.
Structural Plasticity and the Generation of Bidirectional Connectivity D Miner, FZ Hoffmann, F Kleberg, J Triesch In: "The Rewiring Brain – A Computational Approach to Structural Plasticity in the Adult Brain" A van Ooyen and M Butz-Ostendorf (editors)Academic Press, San Diego, 2017
Apprentissage par renforcement profond de la fixation binoculaire en utilisant de la détection d’anomalies (Learning of Binocular Fixations using Anomaly Detection with Deep Reinforcement Learning) F de La Bourdonnaye, C Teulière, J Triesch, T Chateau ORASIS 2017 (in press)
Hide and Seek: an active binocular tracking system P Chandrashekhariah, J Triesch
9th International Conference on Computer Vision Theory and Applications (VISAPP), 2014
Normative Models of Cortical Function J. Triesch
In: "Encyclopedia of Computational Neuroscience", D. Jaeger & R. Jung (editors), 2013, Springer New York
Learning to Share: The Emergence of Joint Attention in Human Infancy G. Deák, J. Triesch, A. Krasno, K. de Barbaro, M. Robledo
In: "Cognition and Brain Development: Converging Evidence from Converging Methodologies", B. Kar (editor), 2013, American Psychological Association, Washington, DC.
Eye's imaging process explains ganglion cells anisotropies (2013)
D. Pamplona, J. Triesch, C. Rothkopf Computational and Systems Neuroscience (Cosyne 2013)
Autonomous learning of active multi-scale binocular vision L. Lonini, Y. Zhao, P. Chandrashekhariah, B. Shi, J. Triesch
IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL), 2013Let it Learn: A Curious Vision System for Autonomous Object Learning P. Chandrashekhariah, G. Spina, J. Triesch 8th International Conference on Computer Vision Theory and Applications (VISAPP), 2013
2012
The statistics of looking: Deriving properties of retinal ganglion cells across the visual field D. Pamplona, J. Triesch, C. Rothkopf
Journal of Vision, 2012
The statistics of looking: Deriving properties of retinal ganglion cells across the visual field (2012)
D. Pamplona, J. Triesch, C. Rothkopf 12th Annual meeting of the Vision Sciences Society
Coordination in Sensory Integration
Triesch, J., Rothkopf, CA. & Weisswange, TH
In: Dynamic Coordination in the Brain: From neurons to Mind. Edited by C. von der Malsburg, W.A. Phillips & W. Singer. Strüngmann Forum Report, Vol. 5, Cambridge, MA: MIT Press.
Computational modeling of multisensory object perception. Rothkopf, CA., Weisswange, TH. & Triesch, J
In: "Multisensory Object Perception in the Primate Brain", Naumer, MJ. & Kaiser, J. (editors). Springer, New York. ISBN: 978-1-4419-5614-9
Implementations and Implications of Foveated Vision C. Weber and J. Triesch.
Recent Patents on Computer Science 2(1):75-85, 2009.
Developing a working memory with reward-modulated STDP,
Savin, C. & Triesch, J.
In: Frontiers in Computational Neuroscience. Conference Abstract: Computational and systems neuroscience.
Foveation with optimized receptive fields D. Pamplona, C. Weber, J. Triesch Bernstein Conference 2009
Foveated Vision with FPGA Camera (2009)
G. Tushev, M. Liu, D. Pamplona, J. Bornschein, C. Weber, J. Triesch Bernstein Conference 2009
A recurrent network acquires working memory properties by reward-dependent STDP
Savin, C. & Triesch J.
MSRL, June 2009
ICA with spiking neurons Savin, C. & Triesch, J.
In: Proc. Lemanic Neurosciences Annual Meeting, Switzerland, 2008.
Reinforcement Learning Embedded in Brains and Robots C. Weber, M. Elshaw, S. Wermter, J. Triesch and C. Willmot In: Reinforcement Learning, I-Tech Education and Publishing, 2008.
Time Series Prediction, Fading Memory, and Error Correction in Recurrent Networks Shaped by Plasticity A. Lazar, G. Pipa, and J. Triesch. Neural Networks 20:312-322, 2007.
A computational model of glia mediated seizure induction Savin, C., Triesch, J. & Meyer-Hermann, M.
In: Workshop on Seizure Prediction, Freiburg, 2007.
Neuronal tension may co-shape V1 orientation maps C Weber, J Triesch
In: Proc. 31st Göttingen Neurobiology Conference, 2007.
Intrinsic plasticity in a generative model of V1 C Weber, J Triesch
In: Proc. Dynamic Brain Forum, 2007.
Learning to Attend - From Bottom-Up to Top-Down Jasso, H. & Triesch, J.
In: Attention in Cognitive Systems. Theories and Systems from an Interdisciplinary Viewpoint, Eds.: L. Paletta & E. Rome, Lecture Notes in Computer Science, 2007, Volume 4840/2007, 106-122, DOI: 10.1007/978-3-540-77343-6_7
Neural Control of Actions Involving Different Coordinate System C. Weber, M. Elshaw, J. Triesch, and S. Wermter.
In: Humanoid Robots, Human-like Machines, I-Tech Education and Publishing, 2007.
Fire together - wire together - come together C Weber, J Triesch
In: Proc. COSYNE, 2007
Gaze following: how (not) to derive predictions from a computational model J. Triesch, C. Teuscher, G. Deak
Developmental Science, 9(2):156-157, 2006.
Change Blindness During Multiple Interactions With a Single Object
A.E. Robinson, J. Triesch, M.M. Hayhoe, J.A. Droll, and B.T. Sullivan. Journal of Vision, Volume 6, Number 6, Abstract 986, Page 986a, doi:10.1167/6.6.986.
Using Eye Direction Cues for Gaze Following - A Developmental Model H. Jasso and J. Triesch
Proc. of the International Conference on Development and Learning (ICDL 2006).
A reinforcement learning model explains the development of gaze following H. Jasso, J. Triesch, C. Teuscher, and G. Deak
International Conference on Cognitive Modeling (ICCM2006), Trieste, Italy, April 5-8, 2006.
Exploring the role of intrinsic plasticity for the learning of sensory representations N. Butko and J. Triesch
European Symposium on Artificial Neural Networks (ESANN2006), Bruges, Belgium, April 26-28, 2006.
The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks A. Lazar, G. Pipa, and J. Triesch
European Symposium on Artificial Neural Networks (ESANN2006), Bruges, Belgium, April 26-28, 2006.
A possible representation of reward in the learning of saccades C. Weber and J. Triesch
Proc. Int. Conf. on Epigenetic Robotics (EPIROB06).
Semi-Autonomous Learning of Objects H. Kim, E. Murphy-Chutorian, and J. Triesch
Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR 2006).
The emergence of attention-sharing skills in human infants Gedeon Deak and Jochen Triesch
In: K. Fujita & S. Itakura (Eds.), Diversity of cognition. University of Kyoto Press.
A Unified Probabilistic Framework for Object Segmentation and Recognition H.-J. Chen, K.-C. Lee, E. Murphy-Chutorian, and J. Triesch.
12th Joint Symposium on Neural Computation, JSNC 2005, Los Angeles, CA.
Learning gaze following in space: a computational model B Lau, J Triesch
Proc. of the International Conference on Development and Learning (ICDL 2004)
To Care or Not to Care: Analyzing the Caregiver in a Computational Gaze Following Framework
C Teuscher, J Triesch
Proc. of the International Conference on Development and Learning (ICDL 2004)
Design of an Anthropomorphic Robot Head for Studying Development and Learning H Kim, G York, G Burton, E Murphy-Chutorian, J Triesch
Proc. the of IEEE 2004 International Conference on Robotics and Automation (ICRA 2004)
Vision in Natural and Virtual Evironments (2002) M Hayhoe, D Ballard, J Triesch, H Shinoda, P Aivar, B Sullivan Eye Tracking Research and Applications Symposium (ETRA), New Orleans, LA, USA, 2002.
Self-Organized Integration of Adaptive Visual Cues for Face Tracking J Triesch
In: Sensor Fusion: Architectures, Algorithms, and Applications IV, Belur V. Dasarathy, Editor, Proceedings of SPIE Vol. 4051, p. 397-406 (2000).
Fast Temporal Dynamics of Visual Cue Integration J Triesch, DH Ballard and RA Jacobs
National Resource Laboratory for the Study of Brain and Behavior, University of Rochester, Technical Report 00.2, September 2000.
GripSee: A Robot for Visually-Guided Grasping M Becker, E Kefalea, E Maël, C von der Malsburg, M Pagel, J Triesch, JC Vorbrüggen, S Zadel
In: ICANN 98: International Conference on Artificial Neural Networks, September 2-4 1998, Skövde, Sweden, 1998.
A Gesture Interface for Human-Robot-Interaction J Triesch and C von der Malsburg
In: Proceedings of the Third IEEE International Conference on Automatic Face and Gesture Recognition (FG'98), April 14-16 1998 in Nara, Japan.
Robotic Gesture Recognition by Cue Combination J Triesch and C von der Malsburg
In: J. Dassow and R. Kruse (eds.), "Informatik '98: Informatik zwischen Bild und Sprache", September 21-25, Magdeburg, Germany, 1998.
The GripSee Project: A Gesture-controlled Robot for Learning and Using Object Representations M Becker, E Kefalea, E Maël, C von der Malsburg, M Pagel, J Triesch, JC Vorbrüggen, RP Würtz, S Zadel
Architectures in Cognitive Robotics, Report 98/13 of the SFB 360, University of Bielefeld, 1998.
1997
Robotic Gesture Recognition J Triesch, C von der Malsburg
In: "Gesture and Sign-Language in Human-Computer Interaction",
Lecture Notes in Artificial Intelligence 1371: 233-244, Springer, 1997.
1996
Binding - a proposed experiment and a model
J Triesch, C von der Malsburg
In: Proceedings of the International Conference on Artificial Neural Networks (ICANN), Bochum, Lecture Notes in Computer Science 1112, Springer, 1996.
Robust Hand Posture Classification against Complex Backgrounds,
J Triesch, C von der Malsburg
In: Proceedings of the Second International Conference on Automatic Face and Gesture Recognition, Killington, Vermont, USA, IEEE Computer Society Press, 1996.
1995
Metrik im visuellen System (in German) (1995) J Triesch
Master Thesis. Institut für Neuroinformatik., Ruhr-Universität Bochum, September 1994 Published as Internal Report IRINI95-05 of the Institut für Neuroinformatik, Ruhr Universität Bochum