Alpha Renner

According to our database, Alpha Renner authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Neuromorphic visual scene understanding with resonator networks.

Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady

Nat. Mac. Intell., 2024

Visual odometry with neuromorphic resonator networks.

Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Edward Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya

Nat. Mac. Intell., 2024

Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons.

Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner

CoRR, 2024

Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware.

Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca

CoRR, 2024

2023

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.

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, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi

CoRR, 2023

Spiking LCA in a Neural Circuit with Dictionary Learning and Synaptic Normalization.

Diego Chavez Arana, Alpha Renner, Andrew T. Sornborger

Proceedings of the Neuro-Inspired Computational Elements Conference, 2023

2022

Neuromorphic Visual Odometry with Resonator Networks.

Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Edward Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya

CoRR, 2022

A Neuromorphic Normalization Algorithm for Stabilizing Synaptic Weights with Application to Dictionary Learning in LCA.

Diego Chavez Arana, Alpha Renner, Andrew T. Sornborger

Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

Sparse Vector Binding on Spiking Neuromorphic Hardware Using Synaptic Delays.

Alpha Renner, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady

Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021

The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware.

Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger

CoRR, 2021

Event-driven Vision and Control for UAVs on a Neuromorphic Chip.

Antonio Vitale, Alpha Renner, Celine Nauer, Davide Scaramuzza, Yulia Sandamirskaya

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Towards neuromorphic control: A spiking neural network based PID controller for UAV.

Rasmus Karnøe Stagsted, Antonio Vitale, Jonas Binz, Alpha Renner, Leon Bonde Larsen, Yulia Sandamirskaya

Proceedings of the Robotics: Science and Systems XVI, 2020

Implementing Backpropagation for Learning on Neuromorphic Spiking Hardware.

Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger

Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020

Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach.

Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Event-based PID controller fully realized in neuromorphic hardware: a one DoF study.

Rasmus Karnøe Stagsted, Antonio Vitale, Alpha Renner, Leon Bonde Larsen, Anders Lyhne Christensen, Yulia Sandamirskaya

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Error estimation and correction in a spiking neural network for map formation in neuromorphic hardware.

Raphaela Kreiser, Gabriel Waibel, Núria Armengol, Alpha Renner, Yulia Sandamirskaya

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Event-Based Attention and Tracking on Neuromorphic Hardware.

Alpha Renner, Matthew Evanusa, Garrick Orchard, Yulia Sandamirskaya

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019

Event-Based Attention and Tracking on Neuromorphic Hardware.

Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM.

Raphaela Kreiser, Alpha Renner, Yulia Sandamirskaya, Panin Pienroj

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018