| 2025 | ESANN | Hierarchical Residuals Exploit Brain-Inspired Compositionality. | Francisco M. Lpez, Jochen Triesch |
| 2025 | ICCV | SynapFlow: A Modular Framework Towards Large-Scale Analysis of Dendritic Spines. | Pamela Osuna-Vargas, Altug Kamacioglu, Dominik F. Aschauer, Petros E. Vlachos, Sercan Alipek, Jochen Triesch, Simon Rumpel, Matthias Kaschube |
| 2024 | ECCV | Self-supervised Visual Learning from Interactions with Objects. | Arthur Aubret, Cline Teulire, Jochen Triesch |
| 2023 | CVPR | Predictive Coding Light: learning compact visual codes by combining excitatory and inhibitory spike timing-dependent plasticity | Antony W. N'Dri, Thomas Barbier, Cline Teulire, Jochen Triesch |
| 2023 | ESANN | CRE: Circle relationship embedding of patches in vision transformer. | Zhengyang Yu, Jochen Triesch |
| 2023 | ICANN | Advancing Brain Tumor Detection with Multiple Instance Learning on Magnetic Resonance Spectroscopy Data. | Diyuan Lu, Gerhard Kurz, Nenad Polomac, Iskra Gacheva, Elke Hattingen, Jochen Triesch |
| 2023 | ICANN | CIPER: Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning. | Xia Xu, Jochen Triesch |
| 2023 | ICLR | Time to augment self-supervised visual representation learning. | Arthur Aubret, Markus Roland Ernst, Cline Teulire, Jochen Triesch |
| 2021 | CVPR | Spike Timing-Based Unsupervised Learning of Orientation, Disparity, and Motion Representations in a Spiking Neural Network. | Thomas Barbier, Cline Teulire, Jochen Triesch |
| 2021 | ICANN | A Computational Model of the Effect of Short-Term Monocular Deprivation on Binocular Rivalry in the Context of Amblyopia. | Norman Seeliger, Jochen Triesch |
| 2021 | ICASSP | Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation And Augmentation. | Diyuan Lu, Nenad Polomac, Iskra Gacheva, Elke Hattingen, Jochen Triesch |
| 2020 | ESANN | Recurrent Feedback Improves Recognition of Partially Occluded Objects. | Markus Roland Ernst, Jochen Triesch, Thomas Burwick |
| 2020 | ICANN | Unsupervised Learning of Spatio-Temporal Receptive Fields from an Event-Based Vision Sensor. | Thomas Barbier, Cline Teulire, Jochen Triesch |
| 2019 | ICANN | Recurrent Connections Aid Occluded Object Recognition by Discounting Occluders. | Markus Roland Ernst, Jochen Triesch, Thomas Burwick |
| 2018 | IROS | Learning to Touch Objects Through Stage-Wise Deep Reinforcement Learning. | Franois De La Bourdonnaye, Cline Teulire, Jochen Triesch, Thierry Chateau |
| 2017 | IJCNN | Learning of binocular fixations using anomaly detection with deep reinforcement learning. | Franois De La Bourdonnaye, Cline Teulire, Thierry Chateau, Jochen Triesch |
| 2017 | ICRA | Learning multisensory cue integration on mobile robots. | Chong Zhang, Jochen Triesch, Bertram E. Shi |
| 2017 | IJCNN | Learning multisensory neural controllers for robot arm tracking. | Lakshitha P. Wijesinghe, Marco Antonelli, Jochen Triesch, Bertram E. Shi |
| 2015 | ESANN | Real-time activity recognition via deep learning of motion features. | Kishore Konda, Pramod Chandrashekhariah, Roland Memisevic, Jochen Triesch |
| 2015 | IJCNN | On the utility of sparse neural representations in adaptive behaving agents. | Thusitha N. Chandrapala, Bertram E. Shi, Jochen Triesch |
| 2014 | ICRA | Intrinsically motivated learning of visual motion perception and smooth pursuit. | Chong Zhang, Yu Zhao, Jochen Triesch, Bertram E. Shi |
| 2011 | ICANN | Emerging Bayesian Priors in a Self-Organizing Recurrent Network. | Andreea Lazar, Gordon Pipa, Jochen Triesch |
| 2009 | ESANN | A robust biologically plausible implementation of ICA-like learning. | Felipe Gerhard, Cristina Savin, Jochen Triesch |
| 2009 | ICANN | Optimizing Generic Neural Microcircuits through Reward Modulated STDP. | Prashant Joshi, Jochen Triesch |
| 2009 | IJCNN | Rules for information maximization in spiking neurons using intrinsic plasticity. | Prashant Joshi, Jochen Triesch |
| 2009 | IJCNN | A neural model for the adaptive control of saccadic eye movements. | Sohrab Saeb, Cornelius Weber, Jochen Triesch |
| 2009 | IJCNN | Goal-directed feature learning. | Cornelius Weber, Jochen Triesch |
| 2008 | ALIFE | Understanding robustness in Random Boolean Networks. | Kai Willadsen, Jochen Triesch, Janet Wiles |
| 2008 | ICANN | A Globally Asymptotically Stable Plasticity Rule for Firing Rate Homeostasis. | Prashant Joshi, Jochen Triesch |
| 2008 | ICANN | Predictive Coding in Cortical Microcircuits. | Andreea Lazar, Gordon Pipa, Jochen Triesch |
| 2008 | ICANN | From Exploration to Planning. | Cornelius Weber, Jochen Triesch |
| 2006 | CVPR | Semi-autonomous Learning of Objects. | Hyundo Kim, Erik Murphy-Chutorian, Jochen Triesch |
| 2006 | ESANN | Exploring the role of intrinsic plasticity for the learning of sensory representations. | Nicholas Butko, Jochen Triesch |
| 2006 | ESANN | The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks. | Andreea Lazar, Gordon Pipa, Jochen Triesch |
| 2005 | ICANN | A Gradient Rule for the Plasticity of a Neuron's Intrinsic Excitability. | Jochen Triesch |
| 2005 | ISVC | Toward a Unified Probabilistic Framework for Object Recognition and Segmentation. | Huei-Ju Chen, Kuang-Chih Lee, Erik Murphy-Chutorian, Jochen Triesch |
| 2005 | WACV | Shared Features for Scalable Appearance-Based Object Recognition. | Erik Murphy-Chutorian, Jochen Triesch |
| 2004 | ICRA | Design of an Anthropomorphic Robot Head for Studying Autonomous Development and Learning. | Hyundo Kim, George York, Greg Burton, Erik Murphy-Chutorian, Jochen Triesch |
| 2003 | IJCNN | Investigating the emergence of shared attention through an embodied computational modeling approach: a progress report. | Jochen Triesch, Eric Carlson, Gedeon O. Dek, Javier Movellan |
| 2002 | ETRA | Vision in natural and virtual environments. | Mary M. Hayhoe, Dana H. Ballard, Jochen Triesch, Hiroyuki Shinoda, Pilar Aivar, Brian T. Sullivan |
| 2002 | ETRA | Saccade contingent updating in virtual reality. | Jochen Triesch, Brian T. Sullivan, Mary M. Hayhoe, Dana H. Ballard |
| 1998 | GI | Robotic Gesture Recognition by Cue Combination. | Jochen Triesch, Christoph von der Malsburg |
| 1996 | ICANN | Binding - A Proposed Experiment and a Model. | Jochen Triesch, Christoph von der Malsburg |