Alpha Renner

27 papers A* 2A 2C 1Journal 13Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
A Grid Cell-Inspired Structured Vector Algebra for Cognitive Maps.
NICE
Sven Krausse, Emre Neftci, Friedrich T. Sommer, Alpha Renner
2025 J jnl
A Grid Cell-Inspired Structured Vector Algebra for Cognitive Maps.
CoRR
Sven Krausse, Emre Neftci, Friedrich T. Sommer, Alpha Renner
2025 J jnl
Distributed representations enable robust multi-timescale symbolic computation in neuromorphic hardware.
Neuromorph. Comput. Eng.
Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
2024 — conf
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons.
ICONS
Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner
2024 J jnl
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons.
CoRR
Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner
2024 J jnl
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware.
CoRR
Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca
2024 J jnl
Neuromorphic visual scene understanding with resonator networks.
Nat. Mac. Intell.
Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady
2024 J jnl
Visual odometry with neuromorphic resonator networks.
Nat. Mac. Intell.
Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Edward Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya
2023 J jnl
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking.
CoRR
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, P. 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
2023 — conf
Spiking LCA in a Neural Circuit with Dictionary Learning and Synaptic Normalization.
NICE
Diego Chavez Arana, Alpha Renner, Andrew T. Sornborger
2022 — conf
A Neuromorphic Normalization Algorithm for Stabilizing Synaptic Weights with Application to Dictionary Learning in LCA.
NICE
Diego Chavez Arana, Alpha Renner, Andrew T. Sornborger
2022 J jnl
Neuromorphic Visual Odometry with Resonator Networks.
CoRR
Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Edward Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya
2022 J jnl
Neuromorphic Visual Scene Understanding with Resonator Networks.
CoRR
Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady
2022 — conf
Sparse Vector Binding on Spiking Neuromorphic Hardware Using Synaptic Delays.
ICONS
Alpha Renner, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady
2021 A* conf
Event-driven Vision and Control for UAVs on a Neuromorphic Chip.
ICRA
Antonio Vitale, Alpha Renner, Celine Nauer, Davide Scaramuzza, Yulia Sandamirskaya
2021 J jnl
Event-driven Vision and Control for UAVs on a Neuromorphic Chip.
CoRR
Antonio Vitale, Alpha Renner, Celine Nauer, Davide Scaramuzza, Yulia Sandamirskaya
2021 J jnl
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware.
CoRR
Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger
2020 A* conf
Error estimation and correction in a spiking neural network for map formation in neuromorphic hardware.
ICRA
Raphaela Kreiser, Gabriel Waibel, Núria Armengol, Alpha Renner, Yulia Sandamirskaya
2020 — conf
Event-Based Attention and Tracking on Neuromorphic Hardware.
AICAS
Alpha Renner, Matthew Evanusa, Garrick Orchard, Yulia Sandamirskaya
2020 A conf
Event-based PID controller fully realized in neuromorphic hardware: a one DoF study.
IROS
Rasmus Karnøe Stagsted, Antonio Vitale, Alpha Renner, Leon Bonde Larsen, Anders Lyhne Christensen, Yulia Sandamirskaya
2020 — conf
Implementing Backpropagation for Learning on Neuromorphic Spiking Hardware.
NICE
Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew T. Sornborger
2020 — conf
Towards neuromorphic control: A spiking neural network based PID controller for UAV.
Robotics: Science and Systems
Rasmus Karnøe Stagsted, Antonio Vitale, Jonas Binz, Alpha Renner, Leon Bonde Larsen, Yulia Sandamirskaya
2020 C conf
Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach.
ISCAS
Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya
2020 J jnl
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach.
CoRR
Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya
2019 — conf
Event-Based Attention and Tracking on Neuromorphic Hardware.
CVPR Workshops
Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya
2019 J jnl
Event-based attention and tracking on neuromorphic hardware.
CoRR
Alpha Renner, Matthew Evanusa, Yulia Sandamirskaya
2018 A conf
Pose Estimation and Map Formation with Spiking Neural Networks: towards Neuromorphic SLAM.
IROS
Raphaela Kreiser, Alpha Renner, Yulia Sandamirskaya, Panin Pienroj