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Alpha Renner
Alpha Renner
Forschungszentrum Jülich, Peter Grünberg Institut (PGI-15)
Bestätigte E-Mail-Adresse bei fz-juelich.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Event-driven Vision and Control for UAVs on a Neuromorphic Chip
A Vitale, A Renner, C Nauer, D Scaramuzza, Y Sandamirskaya
2021 IEEE International Conference on Robotics and Automation (ICRA 2021), 2021
692021
Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM
R Kreiser, P Pienroj, A Renner, Y Sandamirskaya
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018), 2018
56*2018
Event-based attention and tracking on neuromorphic hardware
A Renner, M Evanusa, Y Sandamirskaya
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019
45*2019
High precision of spike timing across olfactory receptor neurons allows rapid odor coding in Drosophila
A Egea-Weiss, A Renner, CJ Kleineidam, P Szyszka
iScience 4, 76–83, 2018
442018
Towards neuromorphic control: A spiking neural network based PID controller for UAV
RK Stagsted, A Vitale, J Binz, A Renner, LB Larsen, Y Sandamirskaya
Robotics: Science and Systems (RSS 2020), 2020
432020
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, 2020
362020
Event-based PID controller fully realized in neuromorphic hardware: a one DoF study.
RK Stagsted, A Vitale, A Renner, LB Larsen, AL Christensen, ...
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020), 2020
35*2020
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking
J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ...
arXiv 2023, 2304.04640 v2, 2023
33*2023
The backpropagation algorithm implemented on spiking neuromorphic hardware
A Renner, F Sheldon, A Zlotnik, L Tao, A Sornborger
Nature Communications 15, 2024
272024
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 …, 2020
202020
Neuromorphic Visual Scene Understanding with Resonator Networks
A Renner, L Supic, A Danielescu, G Indiveri, BA Olshausen, ...
Nature Machine Intelligence 6, 641–652, 2024
152024
Sparse Vector Binding on Spiking Neuromorphic Hardware Using Synaptic Delays
A Renner, Y Sandamirskaya, FT Sommer, EP Frady
IEEE/ACM International Conference on Neuromorphic Systems (ICONS 2022), 2022
102022
Visual pattern recognition with on on-chip learning: towards a fully neuromorphic approach
S Baumgartner, A Renner, R Kreiser, D Liang, G Indiveri, ...
IEEE International Symposium on Circuits and Systems (ISCAS 2020)., 2020
102020
teili: A toolbox for building and testing neural algorithms and computational primitives using spiking neurons
M Milde, A Renner, R Krause, AM Whatley, S Solinas, D Zendrikov, N Risi, ...
Released software, Institute of Neuroinformatics, University of Zurich and …, 2018
10*2018
Visual odometry with neuromorphic resonator networks
A Renner, L Supic, A Danielescu, G Indiveri, EP Frady, FT Sommer, ...
Nature Machine Intelligence 6, 653–663, 2024
6*2024
Self-calibration and learning on chip: towards neuromorphic robots
R Kreiser, G Waibel, A Renner, Y Sandamirskaya
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019), 2019
62019
Error-driven learning for self-calibration in a neuromorphic path integration system
R Kreiser, A Renner, Y Sandamirskaya
Proceedings of the Workshop on Robust Artificial Intelligence for …, 2019
62019
Spiking lca in a neural circuit with dictionary learning and synaptic normalization
D Chavez Arana, A Renner, A Sornborger
Proceedings of the 2023 Annual Neuro-Inspired Computational Elements …, 2023
32023
Implementing Backpropagation for Learning on Neuromorphic Spiking Hardware
A Renner, F Sheldon, A Zlotnik, L Tao, A Sornborger
Proceedings of the Neuro-inspired Computational Elements Workshop (NICE), 1-3, 2020
22020
Accurate mapping of RNNs on neuromorphic hardware with adaptive spiking neurons
G Boeshertz, G Indiveri, M Nair, A Renner
IEEE/ACM International Conference on Neuromorphic Systems (ICONS 2024), 2024
12024
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