Hierarchical SOM-based detection of novel behavior for 3D human tracking. - German Ignacio Parisi; Stefan Wermter (IJCNN, 2013)

FINGeR: Framework for interactive neural-based gesture recognition. - German Ignacio Parisi; Pablo V. A. Barros; Stefan Wermter (ESANN, 2014)

Real-time gesture recognition using a humanoid robot with a deep neural architecture. - Pablo V. A. Barros; German Ignacio Parisi; Doreen Jirak; Stefan Wermter (Humanoids, 2014)

Robust fall detection with an assistive humanoid robot. - German Ignacio Parisi; Erik Strahl; Stefan Wermter (Humanoids, 2014)

Human Action Recognition with Hierarchical Growing Neural Gas Learning. - German Ignacio Parisi; Cornelius Weber; Stefan Wermter (ICANN, 2014)

HandSOM - neural clustering of hand motion for gesture recognition in real time. - German Ignacio Parisi; Doreen Jirak; Stefan Wermter (RO-MAN, 2014)

Learning objects from RGB-D sensors using point cloud-based neural networks. - Marcelo Borghetti Soares; Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (ESANN, 2015)

Learning human motion feedback with neural self-organization. - German Ignacio Parisi; Florian von Stosch; Sven Magg; Stefan Wermter (IJCNN, 2015)

A Multi-modal Approach for Assistive Humanoid Robots. - German Ignacio Parisi; Johannes Bauer 002; Erik Strahl; Stefan Wermter (MuSRobS@IROS, 2015)

Self-organizing neural integration of pose-motion features for human action recognition. - German Ignacio Parisi; Cornelius Weber; Stefan Wermter (Frontiers Neurorobotics, 2015)

Child-Centred Motion-Based Age and Gender Estimation with Neural Network Learning. - Anara Sandygulova; Yerdaulet Absattar; Damir Doszhan; German Ignacio Parisi (AAAI Workshop: Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2016)

SLIRS: Sign Language Interpreting System for Human-Robot Interaction. - Nazgul Tazhigaliyeva; Yerniyaz Nurgabulov; German Ignacio Parisi; Anara Sandygulova (AAAI Fall Symposia, 2016)

Learning contextual affordances with an associative neural architecture. - Francisco Cruz 002; German Ignacio Parisi; Stefan Wermter (ESANN, 2016)

Recognition of Transitive Actions with Hierarchical Neural Network Learning. - Luiza Mici; German Ignacio Parisi; Stefan Wermter (ICANN (2), 2016)

Multi-modal integration of dynamic audiovisual patterns for an interactive reinforcement learning scenario. - Francisco Cruz 002; German Ignacio Parisi; Johannes Twiefel; Stefan Wermter (IROS, 2016)

Human motion assessment in real time using recurrent self-organization. - German Ignacio Parisi; Sven Magg; Stefan Wermter (RO-MAN, 2016)

A Deep Neural Model for Emotion-Driven Multimodal Attention. - German Ignacio Parisi; Pablo V. A. Barros; Haiyan Wu; Guochun Yang; Zhenghan Li; Xun Liu 001; Stefan Wermter (AAAI Spring Symposia, 2017)

Lifelong Learning of Action Representations with Deep Neural Self-Organization. - German Ignacio Parisi; Stefan Wermter (AAAI Spring Symposia, 2017)

Emotion Recognition from Body Expressions with a Neural Network Architecture. - Nourhan Elfaramawy; Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (HAI, 2017)

A computational model of crossmodal processing for conflict resolution. - German Ignacio Parisi; Pablo V. A. Barros; Matthias Kerzel; Haiyan Wu; Guochun Yang; Zhenghan Li; Xun Liu 001; Stefan Wermter (ICDL-EPIROB, 2017)

Cyrillic manual alphabet recognition in RGB and RGB-D data for sign language interpreting robotic system (SLIRS). - Nazgul Tazhigaliyeva; Nazerke Kalidolda; Alfarabi Imashev; Shynggys Islam; Kairat Aitpayev; German Ignacio Parisi; Anara Sandygulova (ICRA, 2017)

Emergence of multimodal action representations from neural network self-organization. - German Ignacio Parisi; Jun Tani; Cornelius Weber; Stefan Wermter (Cogn. Syst. Res., 2017)

Emotion-modulated attention improves expression recognition: A deep learning model. - Pablo V. A. Barros; German Ignacio Parisi; Cornelius Weber; Stefan Wermter (Neurocomputing, 2017)

Lifelong learning of human actions with deep neural network self-organization. - German Ignacio Parisi; Jun Tani; Cornelius Weber; Stefan Wermter (Neural Networks, 2017)

Multimodal Learning of Actions with Deep Neural Network Self-Organization. - German Ignacio Parisi (2017)

Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning. - Francisco Cruz 002; German Ignacio Parisi; Stefan Wermter (IJCNN, 2018)

Expectation Learning and Crossmodal Modulation with a Deep Adversarial Network. - Pablo V. A. Barros; German Ignacio Parisi; Di Fu; Xun Liu 001; Stefan Wermter (IJCNN, 2018)

Recognition and Prediction of Human-Object Interactions with a Self-Organizing Architecture. - Luiza Mici; German Ignacio Parisi; Stefan Wermter (IJCNN, 2018)

A Neurorobotic Experiment for Crossmodal Conflict Resolution in Complex Environments. - German Ignacio Parisi; Pablo V. A. Barros; Di Fu; Sven Magg; Haiyan Wu; Xun Liu 001; Stefan Wermter (IROS, 2018)

Expectation Learning for Adaptive Crossmodal Stimuli Association. - Pablo V. A. Barros; German Ignacio Parisi; Di Fu; Xun Liu 001; Stefan Wermter (CoRR, 2018)

Closing the loop on multisensory interactions: A neural architecture for multisensory causal inference and recalibration. - Jonathan Tong; German Ignacio Parisi; Stefan Wermter; Brigitte Röder (CoRR, 2018)

Towards Modeling the Interaction of Spatial-Associative Neural Network Representations for Multisensory Perception. - German Ignacio Parisi; Jonathan Tong; Pablo V. A. Barros; Brigitte Röder; Stefan Wermter (CoRR, 2018)

Assessing the Contribution of Semantic Congruency to Multisensory Integration and Conflict Resolution. - Di Fu; Pablo V. A. Barros; German Ignacio Parisi; Haiyan Wu; Sven Magg; Xun Liu 001; Stefan Wermter (CoRR, 2018)

On the role of neurogenesis in overcoming catastrophic forgetting. - German Ignacio Parisi; Xu Ji; Stefan Wermter (CoRR, 2018)

Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization. - German Ignacio Parisi; Jun Tani; Cornelius Weber; Stefan Wermter (Frontiers Neurorobotics, 2018)

A self-organizing neural network architecture for learning human-object interactions. - Luiza Mici; German Ignacio Parisi; Stefan Wermter (Neurocomputing, 2018)

An Incremental Self-Organizing Architecture for Sensorimotor Learning and Prediction. - Luiza Mici; German Ignacio Parisi; Stefan Wermter (IEEE Trans. Cogn. Dev. Syst., 2018)

A Neurorobotic Experiment for Crossmodal Conflict Resolution. - German Ignacio Parisi; Pablo V. A. Barros; Di Fu; Sven Magg; Haiyan Wu; Xun Liu 001; Stefan Wermter (CVPR Workshops, 2019)

A Personalized Affective Memory Model for Improving Emotion Recognition. - Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (ICML, 2019)

Online Continual Learning on Sequences. - German Ignacio Parisi; Vincenzo Lomonaco (INNSBDDL (Tutorials), 2019)

A Personalized Affective Memory Neural Model for Improving Emotion Recognition. - Pablo V. A. Barros; German Ignacio Parisi; Stefan Wermter (CoRR, 2019)

Rethinking Continual Learning for Autonomous Agents and Robots. - German Ignacio Parisi; Christopher Kanan (CoRR, 2019)

Expectation Learning for Stimulus Prediction Across Modalities Improves Unisensory Classification. - Pablo V. A. Barros; Manfred Eppe; German Ignacio Parisi; Xun Liu 001; Stefan Wermter (Frontiers Robotics AI, 2019)

Compositional Learning of Human Activities With a Self-Organizing Neural Architecture. - Luiza Mici; German Ignacio Parisi; Stefan Wermter (Frontiers Robotics AI, 2019)

Continual lifelong learning with neural networks: A review. - German Ignacio Parisi; Ronald Kemker; Jose L. Part; Christopher Kanan; Stefan Wermter (Neural Networks, 2019)

Human Action Recognition and Assessment via Deep Neural Network Self-Organization. - German Ignacio Parisi (CoRR, 2020)

IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. - Qi She; Fan Feng; Qi Liu 042; Rosa H. M. Chan; Xinyue Hao; Chuanlin Lan; Qihan Yang; Vincenzo Lomonaco; German Ignacio Parisi; Heechul Bae; Eoin Brophy; Baoquan Chen; et al. (CoRR, 2020)

IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. - Heechul Bae; Eoin Brophy; Rosa H. M. Chan; Baoquan Chen; Fan Feng; Gabriele Graffieti; Vidit Goel; Xinyue Hao; Hyonyoung Han; Sathursan Kanagarajah; Somesh Kumar; Siew-Kei Lam; et al. (IEEE Robotics Autom. Mag., 2020)

Avalanche: An End-to-End Library for Continual Learning. - Vincenzo Lomonaco; Lorenzo Pellegrini; Andrea Cossu; Antonio Carta; Gabriele Graffieti; Tyler L. Hayes; Matthias De Lange; Marc Masana; Jary Pomponi; Gido M. van de Ven; Martin Mundt; Qi She; et al. (CVPR Workshops, 2021)

Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI). - Bahar Irfan; Aditi Ramachandran; Samuel Spaulding; Sinan Kalkan; German Ignacio Parisi; Hatice Gunes (HRI (Companion), 2021)

Avalanche: an End-to-End Library for Continual Learning. - Vincenzo Lomonaco; Lorenzo Pellegrini; Andrea Cossu; Antonio Carta; Gabriele Graffieti; Tyler L. Hayes; Matthias De Lange; Marc Masana; Jary Pomponi; Gido M. van de Ven; Martin Mundt; Qi She; et al. (CoRR, 2021)

Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI). - Bahar Irfan; Aditi Ramachandran; Samuel Spaulding; German Ignacio Parisi; Hatice Gunes (HRI, 2022)

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions. - Vincenzo Lomonaco; Lorenzo Pellegrini; Pau Rodríguez; Massimo Caccia; Qi She; Yu Chen; Quentin Jodelet; Ruiping Wang 001; Zheda Mai; David Vázquez 001; German Ignacio Parisi; Nikhil Churamani; et al. (Artif. Intell., 2022)

Continual Facial Expression Recognition: A Benchmark. - Nikhil Churamani; Tolga Dimlioglu; German Ignacio Parisi; Hatice Gunes (CoRR, 2023)