Learning multiple timescales in recurrent neural networks T Alpay, S Heinrich, S Wermter International Conference on Artificial Neural Networks (ICANN), 132-139, 2016 | 8 | 2016 |
Preserving activations in recurrent neural networks based on surprisal T Alpay, F Abawi, S Wermter Neurocomputing, 2019 | 6 | 2019 |
Towards End-to-End Raw Audio Music Synthesis M Eppe, T Alpay, S Wermter International Conference on Artificial Neural Networks (ICANN), 2018 | 5 | 2018 |
Semi-supervised phoneme recognition with recurrent ladder networks M Tietz, T Alpay, J Twiefel, S Wermter International Conference on Artificial Neural Networks (ICANN), 3-10, 2017 | 5 | 2017 |
Designing a Personality-Driven Robot for a Human-Robot Interaction Scenario HB Mohammadi, N Xirakia, F Abawi, I Barykina, K Chandran, G Nair, ... IEEE International Conference on Robotics and Automation (ICRA), 2019 | 3 | 2019 |
Adaptive and Variational Continuous Time Recurrent Neural Networks S Heinrich, T Alpay, S Wermter Joint IEEE International Conference on Development and Learning and …, 2018 | 2 | 2018 |
Exercise with Social Robots: Companion or Coach? S Griffiths, T Alpay, A Sutherland, M Kerzel, M Eppe, E Strahl, S Wermter Proceedings of Workshop on Personal Robots for Exercising and Coaching at …, 2018 | 2 | 2018 |
An analysis of subtask-dependency in robot command interpretation with dilated CNNs. M Eppe, T Alpay, F Abawi, S Wermter European Symposium on Artificial Neural Networks (ESANN), 2018 | 2 | 2018 |
Question Answering with Hierarchical Attention Networks T Alpay, S Heinrich, M Nelskamp, S Wermter International Joint Conference on Neural Networks (IJCNN), 2019 | 1 | 2019 |
Surprisal-Based Activation in Recurrent Neural Networks T Alpay, F Abawi, S Wermter European Symposium on Artificial Neural Networks (ESANN), 2018 | 1 | 2018 |
Exploring Human-Robot Trust Through the Investment Game: An Immersive Space Mission Scenario E Arts, S Zörner, K Bhatia, G Mir, F Schmalzl, A Srivastava, B Vasiljevic, ... Proceedings of the 8th International Conference on Human-Agent Interaction …, 2020 | | 2020 |
Learning Timescales in Gated and Adaptive Continuous Time Recurrent Neural Networks S Heinrich, T Alpay, Y Nagai 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020 | | 2020 |
Virtual or Physical? Social Robots Teaching a Fictional Language Through a Role-Playing Game Inspired by Game of Thrones H Ali, S Bhansali, I Köksal, M Möller, T Pekarek-Rosin, S Sharma, ... International Conference on Social Robotics, 358-367, 2019 | | 2019 |