A 28-nm Convolutional Neuromorphic Processor Enabling Online Learning with Spike-Based Retinas

International Symposium on Circuits and Systems (ISCAS), 2025

13 May 2020

Papers citing "A 28-nm Convolutional Neuromorphic Processor Enabling Online Learning with Spike-Based Retinas"

20 / 20 papers shown

Title
Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware Zhenhui Chen Haoran Xu De Ma Xiaofei Jin Xinyu Li Ziyang Kang Gang Pan De Ma 173 0 0 18 May 2025
Three-Factor Learning in Spiking Neural Networks: An Overview of Methods and Trends from a Machine Learning Perspective Szymon Mazurek Jakub Caputa Jan K. Argasiñski Maciej Wielgosz 117 1 0 06 Apr 2025
EON-1: A Brain-Inspired Processor for Near-Sensor Extreme Edge Online Feature Extraction Alexandra Dobrita Amirreza Yousefzadeh Simon Thorpe K. Vadivel Paul Detterer ... Gert-Jan van Schaik Mario Konijnenburg A. Gebregiorgis Said Hamdioui Manolis Sifalakis 115 0 0 25 Jun 2024
Active Dendrites Enable Efficient Continual Learning in Time-To-First-Spike Neural Networks Lorenzo Pes Rick Luiken Federico Corradi Charlotte Frenkel 154 8 0 30 Apr 2024
Feed-Forward Optimization With Delayed Feedback for Neural Networks Katharina Flügel D. Coquelin Marie Weiel Charlotte Debus Achim Streit Markus Goetz AI4CE 138 8 0 26 Apr 2023
Speck: A Smart event-based Vision Sensor with a low latency 327K Neuron Convolutional Neuronal Network Processing Pipeline Ole Richter Y. Xing M. D. Marchi Carsten Nielsen M. Katsimpris ... SynSense Bio-Inspired Circuits Sadique Sheik T. Demirci Groningen Cognitive Systems 150 82 0 13 Apr 2023
Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design Guangzhi Tang A. Safa K. Shidqi Paul Detterer Stefano Traferro Mario Konijnenburg Manolis Sifalakis Gert-Jan van Schaik Amirreza Yousefzadeh 86 16 0 27 Mar 2023
Neuromorphic Computing and Sensing in Space Dario Izzo Alexander Hadjiivanov Domink Dold Gabriele Meoni E. Blazquez 139 15 0 10 Dec 2022
Learning with Local Gradients at the Edge M. Lomnitz Z. Daniels David C. Zhang M. Piacentino 124 1 0 17 Aug 2022
Relational representation learning with spike trains Dominik Dold 95 4 0 18 May 2022
Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions A. Basu Charlotte Frenkel Lei Deng Xueyong Zhang 105 82 0 14 Mar 2022
Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses Yiğit Demirağ Charlotte Frenkel Melika Payvand Giacomo Indiveri 134 18 0 04 Aug 2021
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware Alpha Renner F. Sheldon Anatoly Zlotnik L. Tao A. Sornborger 130 47 0 13 Jun 2021
Bottom-up and top-down approaches for the design of neuromorphic processing systems: Tradeoffs and synergies between natural and artificial intelligence Charlotte Frenkel D. Bol Giacomo Indiveri 125 47 0 02 Jun 2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System Yannik Stradmann Sebastian Billaudelle O. Breitwieser F. Ebert Arne Emmel ... Joscha Ilmberger Eric Müller Philipp Spilger Johannes Weis Johannes Schemmel 105 12 0 29 Mar 2021
A toolbox for neuromorphic sensing in robotics Julien Dupeyroux S. Stroobants Guido de Croon 116 14 0 03 Mar 2021
Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment Julien Launay Iacopo Poli Kilian Muller Gustave Pariente I. Carron L. Daudet Florent Krzakala S. Gigan MoE 110 19 0 11 Dec 2020
Neuromorphic control for optic-flow-based landings of MAVs using the Loihi processor Julien Dupeyroux J. Hagenaars Federico Paredes-Valles Guido de Croon 144 38 0 01 Nov 2020
Surrogate gradients for analog neuromorphic computing Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grubl ... Korbinian Schreiber Yannik Stradmann Johannes Weis Johannes Schemmel Friedemann Zenke 142 119 0 12 Jun 2020
Fast and energy-efficient neuromorphic deep learning with first-spike times Julian Goltz Laura Kriener A. Baumbach Sebastian Billaudelle O. Breitwieser ... Á. F. Kungl Walter Senn Johannes Schemmel K. Meier Mihai A. Petrovici 288 139 0 24 Dec 2019