Pose estimation and map formation with spiking neural networks: towards neuromorphic SLAM R Kreiser, A Renner, Y Sandamirskaya, P Pienroj 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 19 | 2018 |
A neuromorphic approach to path integration: a head-direction spiking neural network with vision-driven reset R Kreiser, M Cartiglia, JNP Martel, J Conradt, Y Sandamirskaya 2018 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2018 | 18 | 2018 |
On-chip unsupervised learning in winner-take-all networks of spiking neurons. R Kreiser, T Moraitis, Y Sandamirskaya, G Indiveri BioCAS, 1-4, 2017 | 13 | 2017 |
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor S Glatz, J Martel, R Kreiser, N Qiao, Y Sandamirskaya 2019 International Conference on Robotics and Automation (ICRA), 9631-9637, 2019 | 12 | 2019 |
Neural state machines for robust learning and control of neuromorphic agents D Liang, R Kreiser, C Nielsen, N Qiao, Y Sandamirskaya, G Indiveri IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (4 …, 2019 | 6 | 2019 |
Error-driven learning for self-calibration in a neuromorphic path integration system R Kreiser, Y Sandamirskaya Robust Artificial Intelligence for Neurorobotics (RAI-NR Workshop 2019), 2019 | 4 | 2019 |
Self-calibration and learning on chip: towards neuromorphic robots R Kreiser, G Waibel, Y Sandamirskaya IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019), 2019 | 4 | 2019 |
Organizing sequential memory in a neuromorphic device using dynamic neural fields R Kreiser, D Aathmani, N Qiao, G Indiveri, Y Sandamirskaya Frontiers in neuroscience 12, 717, 2018 | 4 | 2018 |
An on-chip spiking neural network for estimation of the head pose of the icub robot R Kreiser, A Renner, VRC Leite, B Serhan, C Bartolozzi, A Glover, ... Frontiers in Neuroscience 14, 2020 | 3 | 2020 |
Digital Multiplier-less Event-Driven Spiking Neural Network Architecture for Learning a Context-Dependent Task H Asgari, BMN Maybodi, R Kreiser, Y Sandamirskaya arXiv preprint arXiv:1906.09835, 2019 | 3 | 2019 |
A digital multiplier-less neuromorphic model for learning a context-dependent task H Asgari, BMN Maybodi, R Kreiser, Y Sandamirskaya 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 2 | 2020 |
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach S Baumgartner, A Renner, R Kreiser, D Liang, G Indiveri, ... 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 1 | 2020 |
Error estimation and correction in a spiking neural network for map formation in neuromorphic hardware R Kreiser, G Waibel, N Armengol, A Renner, Y Sandamirskaya 2020 IEEE International Conference on Robotics and Automation (ICRA), 6134-6140, 2020 | 1 | 2020 |
Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic Agents D Liang, R Kreiser, C Nielsen, N Qiao, Y Sandamirskaya, G Indiveri 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 1 | 2019 |
Digital Multiplier-Less Spiking Neural Network Architecture of Reinforcement Learning in a Context-Dependent Task H Asgari, BMN Maybodi, R Kreiser, Y Sandamirskaya IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020 | | 2020 |
Precise Head Pose Estimation with Visual Reset in an On-chip Spiking Neural Network for iCub robot R Kreiser, VRC Leite, B Serhan, C Bartolozzi, A Glover, Y Sandamirskaya Frontiers in Neuroscience 14, 551, 2020 | | 2020 |
Memory for Serial Order Implemented in Neuromorphic Hardware R Kreiser, D Sumislawska, N Qiao, G Indiveri, Y Sandamirskaya | | 2017 |