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An analysis of Convolutional Long Short-Term Memory Recurrent Neural Networks for gesture recognition

Neurocomputing (Amsterdam), 2017-12, Vol.268, p.76-86

2017

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Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization

Frontiers in neurorobotics, 2018-11, Vol.12, p.78-78

2018

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Lifelong learning of human actions with deep neural network self-organization

Neural networks, 2017-12, Vol.96, p.137-149

2017

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Developing crossmodal expression recognition based on a deep neural model

Adaptive behavior, 2016-10, Vol.24 (5), p.373-396

2016

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Interactive natural language acquisition in a multi-modal recurrent neural architecture

Connection science, 2018-01, Vol.30 (1), p.99-133

2018

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Improving interactive reinforcement learning: What makes a good teacher?

Connection science, 2018-07, Vol.30 (3), p.306-325

2018

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Self-organized Learning from Synthetic and Real-World Data for a Humanoid Exercise Robot

Frontiers in robotics and AI, 2022-10, Vol.9, p.669719-669719

2022

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Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles

IEEE access, 2021, Vol.9, p.61513-61531

2021

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Hybrid Neural Systems

1, 2000

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Affect-Driven Learning of Robot Behaviour for Collaborative Human-Robot Interactions

Frontiers in robotics and AI, 2022-02, Vol.9, p.717193-717193

2022

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Self-organizing neural integration of pose-motion features for human action recognition

Frontiers in neurorobotics, 2015-06, Vol.9, p.3-3

2015

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Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot

Frontiers in neurorobotics, 2021-07, Vol.15, p.669534-669534

2021

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A Multichannel Convolutional Neural Network for Hand Posture Recognition

Artificial Neural Networks and Machine Learning – ICANN 2014, Vol.8681, p.403-410

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Map-based experience replay: a memory-efficient solution to catastrophic forgetting in reinforcement learning

Frontiers in neurorobotics, 2023-06, Vol.17, p.1127642-1127642

2023

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Learning Bidirectional Action-Language Translation with Limited Supervision and Testing with Incongruent Input

Applied artificial intelligence, 2023-12, Vol.37 (1)

2023

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Crossmodal Language Grounding in an Embodied Neurocognitive Model

Frontiers in neurorobotics, 2020-10, Vol.14, p.52-52

2020

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Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part I

1st Edition 2021, 2021

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Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part IV

1st Edition 2021, 2021

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Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part III

1st Edition 2021, 2021

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Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part V

1st ed. 2021., 2021

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Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part II

1st Edition 2021, 2021

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From Semantics to Execution: Integrating Action Planning With Reinforcement Learning for Robotic Causal Problem-Solving

Frontiers in robotics and AI, 2019-11, Vol.6, p.123-123

2019

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Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning From Humans

Frontiers in neurorobotics, 2020-06, Vol.14, p.28-28

2020

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Cognitive Systems and Information Processing: 6th International Conference, ICCSIP 2021, Suzhou, China, November 20-21, 2021, Revised Selected Papers

1, 2022

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The Embodied Crossmodal Self Forms Language and Interaction: A Computational Cognitive Review

Frontiers in psychology, 2021-08, Vol.12, p.716671-716671

2021

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An analysis of Convolutional Long Short-Term Memory Recurrent Neural Networks for gesture recognition

Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization

Lifelong learning of human actions with deep neural network self-organization

Developing crossmodal expression recognition based on a deep neural model

Interactive natural language acquisition in a multi-modal recurrent neural architecture

Improving interactive reinforcement learning: What makes a good teacher?

Self-organized Learning from Synthetic and Real-World Data for a Humanoid Exercise Robot

Emotion Recognition Using Explainable Genetically Optimized Fuzzy ART Ensembles

Hybrid Neural Systems

Affect-Driven Learning of Robot Behaviour for Collaborative Human-Robot Interactions

Self-organizing neural integration of pose-motion features for human action recognition

Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot

A Multichannel Convolutional Neural Network for Hand Posture Recognition

Map-based experience replay: a memory-efficient solution to catastrophic forgetting in reinforcement learning

Learning Bidirectional Action-Language Translation with Limited Supervision and Testing with Incongruent Input

Crossmodal Language Grounding in an Embodied Neurocognitive Model

Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part I

Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part IV

Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part III

Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part V

Artificial Neural Networks and Machine Learning - ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part II

From Semantics to Execution: Integrating Action Planning With Reinforcement Learning for Robotic Causal Problem-Solving

Teaching NICO How to Grasp: An Empirical Study on Crossmodal Social Interaction as a Key Factor for Robots Learning From Humans

Cognitive Systems and Information Processing: 6th International Conference, ICCSIP 2021, Suzhou, China, November 20-21, 2021, Revised Selected Papers

The Embodied Crossmodal Self Forms Language and Interaction: A Computational Cognitive Review

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