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Alpha Renner
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2020 – today
- 2024
- [j2]Alpha Renner
, Lazar Supic
Neuromorphic visual scene understanding with resonator networks. Nat. Mac. Intell. 6(6): 641-652 (2024) - [j1]Alpha Renner
Visual odometry with neuromorphic resonator networks. Nat. Mac. Intell. 6(6): 653-663 (2024) - [c13]Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner:
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons. ICONS 2024: 376-380 - [i9]Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca:
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware. CoRR abs/2405.01305 (2024) - [i8]Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner:
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons. CoRR abs/2407.13534 (2024) - 2023
- [c12]Diego Chavez Arana
Spiking LCA in a Neural Circuit with Dictionary Learning and Synaptic Normalization. NICE 2023: 47-51 - [i7]Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - 2022
- [c11]Alpha Renner
Sparse Vector Binding on Spiking Neuromorphic Hardware Using Synaptic Delays. ICONS 2022: 27:1-27:5 - [c10]Diego Chavez Arana
A Neuromorphic Normalization Algorithm for Stabilizing Synaptic Weights with Application to Dictionary Learning in LCA. NICE 2022: 58-60 - [i6]Alpha Renner
Neuromorphic Visual Scene Understanding with Resonator Networks. CoRR abs/2208.12880 (2022) - [i5]Alpha Renner
Neuromorphic Visual Odometry with Resonator Networks. CoRR abs/2209.02000 (2022) - 2021
- [c9]Antonio Vitale, Alpha Renner
Event-driven Vision and Control for UAVs on a Neuromorphic Chip. ICRA 2021: 103-109 - [i4]Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger:
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware. CoRR abs/2106.07030 (2021) - [i3]Antonio Vitale, Alpha Renner, Celine Nauer, Davide Scaramuzza, Yulia Sandamirskaya:
Event-driven Vision and Control for UAVs on a Neuromorphic Chip. CoRR abs/2108.03694 (2021) - 2020
- [c8]Alpha Renner
Event-Based Attention and Tracking on Neuromorphic Hardware. AICAS 2020: 132 - [c7]Raphaela Kreiser, Gabriel Waibel, Núria Armengol, Alpha Renner
Error estimation and correction in a spiking neural network for map formation in neuromorphic hardware. ICRA 2020: 6134-6140 - [c6]Rasmus Karnøe Stagsted, Antonio Vitale, Alpha Renner
Event-based PID controller fully realized in neuromorphic hardware: a one DoF study. IROS 2020: 10939-10944 - [c5]Sandro Baumgartner, Alpha Renner
Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach. ISCAS 2020: 1-5 - [c4]Alpha Renner
Implementing Backpropagation for Learning on Neuromorphic Spiking Hardware. NICE 2020: 12:1-12:3 - [c3]Rasmus Karnøe Stagsted, Antonio Vitale, Jonas Binz, Alpha Renner
Towards neuromorphic control: A spiking neural network based PID controller for UAV. Robotics: Science and Systems 2020 - [i2]Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya:
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach. CoRR abs/2008.03470 (2020)
2010 – 2019
- 2019
- [c2]Alpha Renner
Event-Based Attention and Tracking on Neuromorphic Hardware. CVPR Workshops 2019: 1709-1716 - [i1]Alpha Renner
Event-based attention and tracking on neuromorphic hardware. CoRR abs/1907.04060 (2019) - 2018
- [c1]Raphaela Kreiser, Alpha Renner
Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM. IROS 2018: 2159-2166
Coauthor Index
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