Sparse computation in adaptive spiking neural networks D Zambrano, R Nusselder, HS Scholte, SM Bohté Frontiers in neuroscience 12, 987, 2019 | 132* | 2019 |
Deepsportradar-v1: Computer vision dataset for sports understanding with high quality annotations G Van Zandycke, V Somers, M Istasse, CD Don, D Zambrano Proceedings of the 5th International ACM Workshop on Multimedia Content …, 2022 | 43 | 2022 |
An image representation based convolutional network for DNA classification B Yin, M Balvert, D Zambrano, A Schönhuth, S Bohte arXiv preprint arXiv:1806.04931, 2018 | 36 | 2018 |
Towards a Neuromorphic Vestibular System F Corradi, D Zambrano, M Raglianti, G Passetti, C Laschi, G Indiveri IEEE, 2014 | 29 | 2014 |
The Morphological Computation Principles as a New Paradigm for Robotic Design D Zambrano, C Matteo, C Laschi Opinions and Outlooks on Morphological Computation, 214–225, 2014 | 26 | 2014 |
How to compete with robots by assessing job automation risks and resilient alternatives A Paolillo, F Colella, N Nosengo, F Schiano, W Stewart, D Zambrano, ... Science robotics 7 (65), eabg5561, 2022 | 25 | 2022 |
Seeking quality diversity in evolutionary co-design of morphology and control of soft tensegrity modular robots E Zardini, D Zappetti, D Zambrano, G Iacca, D Floreano Proceedings of the Genetic and Evolutionary Computation Conference, 189-197, 2021 | 24 | 2021 |
A comparison between two bio-inspired adaptive models of Vestibulo-Ocular Reflex (VOR) implemented on the iCub robot E Franchi, E Falotico, D Zambrano, GG Muscolo, L Marazzato, P Dario, ... 2010 10th IEEE-RAS International Conference on Humanoid Robots, 251-256, 2010 | 24 | 2010 |
Vipriors 3: Visual inductive priors for data-efficient deep learning challenges RJ Bruintjes, A Lengyel, MB Rios, OS Kayhan, D Zambrano, N Tomen, ... arXiv preprint arXiv:2305.19688, 2023 | 17 | 2023 |
A model of the smooth pursuit eye movement with prediction and learning D Zambrano, E Falotico, L Manfredi, C Laschi Applied Bionics and Biomechanics 7 (2), 109-118, 2010 | 16 | 2010 |
Implementation of a bio-inspired visual tracking model on the iCub robot E Falotico, D Zambrano, GG Muscolo, L Marazzato, P Dario, C Laschi 19th International Symposium in Robot and Human Interactive Communication …, 2010 | 15 | 2010 |
Predictive tracking across occlusions in the icub robot E Falotico, M Taiana, D Zambrano, A Bernardino, J Santos-Victor, P Dario, ... 2009 9th IEEE-RAS International Conference on Humanoid Robots, 486-491, 2009 | 15 | 2009 |
Continuous-time on-policy neural reinforcement learning of working memory tasks D Zambrano, PR Roelfsema, SM Bohte Neural Networks (IJCNN), 2015 International Joint Conference on, 2015 | 14 | 2015 |
Autonomous detection and deterrence of pigeons on buildings by drones F Schiano, D Natter, D Zambrano, D Floreano IEEE Access 10, 1745-1755, 2021 | 13 | 2021 |
DeepSportradar-v2: A multi-sport computer vision dataset for sport understandings M Istasse, V Somers, P Elancheliyan, J De, D Zambrano Proceedings of the 6th International Workshop on Multimedia Content Analysis …, 2023 | 10 | 2023 |
Leveraging spiking deep neural networks to understand the neural mechanisms underlying selective attention LKA Sörensen, D Zambrano, HA Slagter, SM Bohté, HS Scholte Journal of cognitive neuroscience 34 (4), 655-674, 2022 | 9 | 2022 |
Vipriors 2: visual inductive priors for data-efficient deep learning challenges A Lengyel, RJ Bruintjes, MB Rios, OS Kayhan, D Zambrano, N Tomen, ... arXiv preprint arXiv:2201.08625, 2022 | 9 | 2022 |
Gating sensory noise in a spiking subtractive lstm I Pozzi, R Nusselder, D Zambrano, S Bohté Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018 | 6 | 2018 |
A comparison of human trajectory planning models for implementation on humanoid robot D Zambrano, D Bernardin, D Bennequin, C Laschi, A Berthoz 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and …, 2012 | 6 | 2012 |
Learning continuous-time working memory tasks with on-policy neural reinforcement learning D Zambrano, PR Roelfsema, S Bohte Neurocomputing 461, 635-656, 2021 | 4 | 2021 |