Biologically Inspired Architecture of Feedforward Networks for Signal Classification. - Sarunas Raudys; Minija Tamosiunaite (SSPR/SPR, 2000)

Application of the Biologically Inspired Network for Electroencephalogram Analysis. - Minija Tamosiunaite; Erinija Pranckeviciene (Fuzzy Days, 2001)

Temporally changing synaptic plasticity. - Minija Tamosiunaite; Bernd Porr; Florentin Wörgötter (NIPS, 2005)

{T} Wave Alternans Features for Automated Detection. - Tomas Kulvicius; Minija Tamosiunaite; Rimas Vaisnys (Informatica, 2005)

Developing velocity sensitivity in a model neuron by local synaptic plasticity. - Minija Tamosiunaite; Bernd Porr; Florentin Wörgötter (Biol. Cybern., 2007)

Self-influencing synaptic plasticity: Recurrent changes of synaptic weights can lead to specific functional properties. - Minija Tamosiunaite; Bernd Porr; Florentin Wörgötter (J. Comput. Neurosci., 2007)

Anticipatory Driving for a Robot-Car Based on Supervised Learning. - Irene Markelic; Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (ABiALS, 2008)

On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor. - Christoph Kolodziejski; Bernd Porr; Minija Tamosiunaite; Florentin Wörgötter (NIPS, 2008)

Odor supported place cell model and goal navigation in rodents. - Tomas Kulvicius; Minija Tamosiunaite; James Ainge; Paul Dudchenko; Florentin Wörgötter (J. Comput. Neurosci., 2008)

Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning. - Minija Tamosiunaite; James Ainge; Tomas Kulvicius; Bernd Porr; Paul Dudchenko; Florentin Wörgötter (J. Comput. Neurosci., 2008)

Task adaptation through exploration and action sequencing. - Bojan Nemec; Minija Tamosiunaite; Florentin Wörgötter; Ales Ude (Humanoids, 2009)

Vehicle Acceleration Prediction using Specific Road Curvature Points. - Ausra Vidugiriene; Andriejus Demcenko; Minija Tamosiunaite (ICINCO-RA, 2009)

Learning to reach by reinforcement learning using a receptive field based function approximation approach with continuous actions. - Minija Tamosiunaite; Tamim Asfour; Florentin Wörgötter (Biol. Cybern., 2009)

Behavioral analysis of differential hebbian learning in closed-loop systems. - Tomas Kulvicius; Christoph Kolodziejski; Minija Tamosiunaite; Bernd Porr; Florentin Wörgötter (Biol. Cybern., 2010)

Erratum to: Odour supported place cell model and goal navigation in rodents. - Tomas Kulvicius; Minija Tamosiunaite; James Ainge; Paul Dudchenko; Florentin Wörgötter (J. Comput. Neurosci., 2010)

Erratum to: Path-finding in real and simulated rats: assessing the influence of path characteristics on navigation learning. - Minija Tamosiunaite; James Ainge; Tomas Kulvicius; Bernd Porr; Paul Dudchenko; Florentin Wörgötter (J. Comput. Neurosci., 2010)

Erratum to: Self-influencing synaptic plasticity: recurrent changes of synaptic weights can lead to specific functional properties. - Minija Tamosiunaite; Bernd Porr; Florentin Wörgötter (J. Comput. Neurosci., 2010)

Execution of a dual-object (pushing) action with semantic event chains. - Eren Erdal Aksoy; Babette Dellen; Minija Tamosiunaite; Florentin Wörgötter (Humanoids, 2011)

Generalizing objects by analyzing language. - Minija Tamosiunaite; Irene Markelic; Tomas Kulvicius; Florentin Wörgötter (Humanoids, 2011)

Modified dynamic movement primitives for joining movement sequences. - Tomas Kulvicius; KeJun Ning; Minija Tamosiunaite; Florentin Wörgötter (ICRA, 2011)

Accurate position and velocity control for trajectories based on dynamic movement primitives. - KeJun Ning; Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (ICRA, 2011)

Learning to pour with a robot arm combining goal and shape learning for dynamic movement primitives. - Minija Tamosiunaite; Bojan Nemec; Ales Ude; Florentin Wörgötter (Robotics Auton. Syst., 2011)

The Driving School System: Learning Basic Driving Skills From a Teacher in a Real Car. - Irene Markelic; Anders Kjær-Nielsen; Karl Pauwels; Lars Baunegaard With Jensen; Nikolay Chumerin; Ausra Vidugiriene; Minija Tamosiunaite; Alexander Rotter; Marc M. Van Hulle; Norbert Krüger; Florentin Wörgötter (IEEE Trans. Intell. Transp. Syst., 2011)

Applying statistical generalization to determine search direction for reinforcement learning of movement primitives. - Bojan Nemec; Denis Forte; Rok Vuga; Minija Tamosiunaite; Florentin Wörgötter; Ales Ude (Humanoids, 2012)

A Novel Trajectory Generation Method for Robot Control. - KeJun Ning; Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (J. Intell. Robotic Syst., 2012)

Estimation of Lane Marker Parameters With High Correlation to Steering Signal. - Andriejus Demcenko; Minija Tamosiunaite; Ausra Vidugiriene; L. Jakevicius (IEEE Trans. Intell. Transp. Syst., 2012)

Joining Movement Sequences: Modified Dynamic Movement Primitives for Robotics Applications Exemplified on Handwriting. - Tomas Kulvicius; KeJun Ning; Minija Tamosiunaite; Florentin Wörgötter (IEEE Trans. Robotics, 2012)

Structural bootstrapping at the sensorimotor level for the fast acquisition of action knowledge for cognitive robots. - Eren Erdal Aksoy; Minija Tamosiunaite; Rok Vuga; Ales Ude; Christopher W. Geib; Mark Steedman; Florentin Wörgötter (ICDL-EPIROB, 2013)

Semi-supervised Learning of Action Ontology from Domain-Specific Corpora. - Irena Markievicz; Daiva Vitkute-Adzgauskiene; Minija Tamosiunaite (ICIST, 2013)

Toward a library of manipulation actions based on semantic object-action relations. - Mohamad Javad Aein; Eren Erdal Aksoy; Minija Tamosiunaite; Jeremie Papon; Ales Ude; Florentin Wörgötter (IROS, 2013)

Interaction learning for dynamic movement primitives used in cooperative robotic tasks. - Tomas Kulvicius; Martin Biehl 001; Mohamad Javad Aein; Minija Tamosiunaite; Florentin Wörgötter (Robotics Auton. Syst., 2013)

A Simple Ontology of Manipulation Actions Based on Hand-Object Relations. - Florentin Wörgötter; Eren Erdal Aksoy; Norbert Krüger; Justus H. Piater; Ales Ude; Minija Tamosiunaite (IEEE Trans. Auton. Ment. Dev., 2013)

Investigation on Player and Virtual Environment Interaction. - Ausra Vidugiriene; Aiste Pranckeviciene; Egidijus Vaskevicius; Minija Tamosiunaite (AVR, 2014)

Reinforcement learning approach to generate goal-directed locomotion of a snake-like robot with screw-drive units. - Sromona Chatterjee; Timo Nachstedt; Florentin Wörgötter; Minija Tamosiunaite; Poramate Manoonpong; Yoshihide Enomoto; Ryo Ariizumi; Fumitoshi Matsuno (RAAD, 2014)

Semantic parsing of human manipulation activities using on-line learned models for robot imitation. - Eren Erdal Aksoy; Mohamad Javad Aein; Minija Tamosiunaite; Florentin Wörgötter (IROS, 2015)

Action Classification in Action Ontology Building Using Robot-Specific Texts. - Irena Markievicz; Jurgita Kapociute-Dzikiene; Minija Tamosiunaite; Daiva Vitkute-Adzgauskiene (Inf. Technol. Control., 2015)

Model-free incremental learning of the semantics of manipulation actions. - Eren Erdal Aksoy; Minija Tamosiunaite; Florentin Wörgötter (Robotics Auton. Syst., 2015)

Structural Bootstrapping - A Novel, Generative Mechanism for Faster and More Efficient Acquisition of Action-Knowledge. - Florentin Wörgötter; Christopher W. Geib; Minija Tamosiunaite; Eren Erdal Aksoy; Justus H. Piater; Hanchen Xiong; Ales Ude; Bojan Nemec; Dirk Kraft; Norbert Krüger; Mirko Wächter; Tamim Asfour (IEEE Trans. Auton. Ment. Dev., 2015)

Approximation of unbiased convex classification error rate estimator. - Mindaugas Gvardinskas; Minija Tamosiunaite (Inf. Technol. Control., 2016)

Reading Comprehension of Natural Language Instructions by Robots. - Irena Markievicz; Minija Tamosiunaite; Daiva Vitkute-Adzgauskiene; Jurgita Kapociute-Dzikiene; Rita Valteryte; Tomas Krilavicius (BDAS, 2017)

Semantic analysis of manipulation actions using spatial relations. - Fatemeh Ziaeetabar; Eren Erdal Aksoy; Florentin Wörgötter; Minija Tamosiunaite (ICRA, 2017)

Prediction of Manipulation Action Classes Using Semantic Spatial Reasoning. - Fatemeh Ziaeetabar; Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (IROS, 2018)

Visual Inspection and Error Detection in a Reconfigurable Robot Workcell: An Automotive Light Assembly Example. - Tatyana Ivanovska; Simon Reich; Robert Bevec; Ziga Gosar; Minija Tamosiunaite; Ales Ude; Florentin Wörgötter (VISIGRAPP (5: VISAPP), 2018)

Recognition and prediction of manipulation actions using Enriched Semantic Event Chains. - Fatemeh Ziaeetabar; Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (Robotics Auton. Syst., 2018)

Anticipation of Everyday Life Manipulation Actions in Virtual Reality. - Fatemeh Ziaeetabar; Stephan Pfeiffer; Minija Tamosiunaite; Florentin Wörgötter (SITIS, 2019)

Distributional semantics of objects in visual scenes in comparison to text. - Timo Lüddecke; Alejandro Agostini; Michael Fauth; Minija Tamosiunaite; Florentin Wörgötter (Artif. Intell., 2019)

Action Prediction in Humans and Robots. - Florentin Wörgötter; Fatemeh Ziaeetabar; Stefan Pfeiffer 003; Osman Kaya; Tomas Kulvicius; Minija Tamosiunaite (CoRR, 2019)

Cut & recombine: reuse of robot action components based on simple language instructions. - Minija Tamosiunaite; Mohamad Javad Aein; Jan-Matthias Braun; Tomas Kulvicius; Irena Markievicz; Jurgita Kapociute-Dzikiene; Rita Valteryte; Andrei Haidu; Dimitrios Chrysostomou; Barry Ridge; Tomas Krilavicius; Daiva Vitkute-Adzgauskiene; et al. (Int. J. Robotics Res., 2019)

One-Shot Multi-Path Planning for Robotic Applications Using Fully Convolutional Networks. - Tomas Kulvicius; Sebastian Herzog; Timo Lüddecke; Minija Tamosiunaite; Florentin Wörgötter (ICRA, 2020)

Helping a robot to understand human actions and objects: a grammatical view. - Florentin Wörgötter; Minija Tamosiunaite (Artif. Life Robotics, 2020)

Generation of Paths in a Maze using a Deep Network without Learning. - Tomas Kulvicius; Sebastian Herzog; Minija Tamosiunaite; Florentin Wörgötter (CoRR, 2020)

One-shot path planning for multi-agent systems using fully convolutional neural network. - Tomas Kulvicius; Sebastian Herzog; Timo Lüddecke; Minija Tamosiunaite; Florentin Wörgötter (CoRR, 2020)

Semantic Image Search for Robotic Applications. - Tomas Kulvicius; Irene Markelic; Minija Tamosiunaite; Florentin Wörgötter (CoRR, 2020)

Human and Machine Action Prediction Independent of Object Information. - Fatemeh Ziaeetabar; Jennifer Pomp; Stefan Pfeiffer 003; Nadiya El-Sourani; Ricarda I. Schubotz; Minija Tamosiunaite; Florentin Wörgötter (CoRR, 2020)

One-Shot Multi-Path Planning Using Fully Convolutional Networks in a Comparison to Other Algorithms. - Tomas Kulvicius; Sebastian Herzog; Timo Lüddecke; Minija Tamosiunaite; Florentin Wörgötter (Frontiers Neurorobotics, 2020)

Touching events predict human action segmentation in brain and behavior. - Jennifer Pomp; Nina Heins; Ima Trempler; Tomas Kulvicius; Minija Tamosiunaite; Falko Mecklenbrauck; Moritz F. Wurm; Florentin Wörgötter; Ricarda I. Schubotz (NeuroImage, 2021)

Finding Optimal Paths Using Networks Without Learning - Unifying Classical Approaches. - Tomas Kulvicius; Sebastian Herzog; Minija Tamosiunaite; Florentin Wörgötter (IEEE Trans. Neural Networks Learn. Syst., 2022)

A Hierarchical Graph-based Approach for Recognition and Description Generation of Bimanual Actions in Videos. - Fatemeh Ziaeetabar; Reza Safabakhsh; Saeedeh Momtazi; Minija Tamosiunaite; Florentin Wörgötter (CoRR, 2023)

Bootstrapping Concept Formation in Small Neural Networks. - Minija Tamosiunaite; Tomas Kulvicius; Florentin Wörgötter (IEEE Trans. Cogn. Dev. Syst., 2023)

Interpreting the decisions of CNNs via influence functions. - Aisha Aamir; Minija Tamosiunaite; Florentin Wörgötter (Frontiers Comput. Neurosci., 2023)

Simulated mental imagery for robotic task planning. - Shijia Li; Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (Frontiers Neurorobotics, 2023)

A Hierarchical Graph-Based Approach for Recognition and Description Generation of Bimanual Actions in Videos. - Fatemeh Ziaeetabar; Minija Tamosiunaite; Florentin Wörgötter (IEEE Access, 2024)

Action Segmentation in the Brain: The Role of Object-Action Associations. - Jennifer Pomp; Annika Garlichs; Tomas Kulvicius; Minija Tamosiunaite; Moritz F. Wurm; Anoushiravan Zahedi; Florentin Wörgötter; Ricarda I. Schubotz (J. Cogn. Neurosci., 2024)

Updating predictions in a complex repertoire of actions and its neural representation. - Rosari Naveena Selvan; Minghao Cheng; Sophie Siestrup; Falko Mecklenbrauck; Benjamin Jainta; Jennifer Pomp; Anoushiravan Zahedi; Minija Tamosiunaite; Florentin Wörgötter; Ricarda I. Schubotz (NeuroImage, 2024)

Unsupervised learning of perceptual feature combinations. - Minija Tamosiunaite; Christian Tetzlaff; Florentin Wörgötter (PLoS Comput. Biol., 2024)

Multi sentence description of complex manipulation action videos. - Fatemeh Ziaeetabar; Reza Safabakhsh; Saeedeh Momtazi; Minija Tamosiunaite; Florentin Wörgötter (Mach. Vis. Appl., 2024)

Combining Optimal Path Search With Task-Dependent Learning in a Neural Network. - Tomas Kulvicius; Minija Tamosiunaite; Florentin Wörgötter (IEEE Trans. Neural Networks Learn. Syst., 2025)