Rapid online learning and robust recall in a neuromorphic olfactory circuit

17 June 2019

Papers citing "Rapid online learning and robust recall in a neuromorphic olfactory circuit"

24 / 24 papers shown

Title
Synthetic Biology meets Neuromorphic Computing: Towards a bio-inspired Olfactory Perception System Kevin Max Larissa Sames Shimeng Ye Jan Steinkühler Federico Corradi 27 0 0 14 Apr 2025
Staying Alive: Online Neural Network Maintenance and Systemic Drift Joshua Edward Hammond Tyler Soderstrom Brian A. Korgel Michael Baldea 48 0 0 22 Mar 2025
Heterogeneous quantization regularizes spiking neural network activity Roy Moyal Kyrus R. Mama Matthew Einhorn Ayon Borthakur Thomas A. Cleland 22 0 0 27 Sep 2024
Unsupervised Attention-Based Multi-Source Domain Adaptation Framework for Drift Compensation in Electronic Nose Systems Wenwen Zhang Shuhao Hu Zhengyuan Zhang Yuanjin Zheng Qi Jie Wang Zhiping Lin 21 0 0 20 Sep 2024
Efficient Hybrid Neuromorphic-Bayesian Model for Olfaction Sensing: Detection and Classification Rizwana Kausar F. Zayer Jaime Viegas Jorge Dias 26 1 0 05 Jun 2024
Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit N. Dennler André van Schaik Michael Schmuker 13 4 0 20 Sep 2023
HoSNN: Adversarially-Robust Homeostatic Spiking Neural Networks with Adaptive Firing Thresholds Hejia Geng Peng Li AAML 42 3 0 20 Aug 2023
NeuSort: An Automatic Adaptive Spike Sorting Approach with Neuromorphic Models Hang Yu Yu Qi Gang Pan 10 5 0 20 Apr 2023
Bioinspired Smooth Neuromorphic Control for Robotic Arms Ioannis E. Polykretis Lazar Supic Andreea Danielescu 34 8 0 06 Sep 2022
The Spike Gating Flow: A Hierarchical Structure Based Spiking Neural Network for Online Gesture Recognition Zihao Zhao Yanhong Wang Qiaosha Zou Tie Xu Fangbo Tao Jiansong Zhang Xiaoan Wang Chuanjin Richard Shi Junwen Luo Yuan Xie 45 1 0 04 Jun 2022
Sequence Learning and Consolidation on Loihi using On-chip Plasticity Jack W Lindsey J. Aimone 11 2 0 02 May 2022
Sapinet: A sparse event-based spatiotemporal oscillator for learning in the wild Ayon Borthakur 28 0 0 13 Apr 2022
BioGrad: Biologically Plausible Gradient-Based Learning for Spiking Neural Networks Guangzhi Tang Neelesh Kumar Ioannis E. Polykretis Konstantinos Michmizos 26 6 0 27 Oct 2021
Deep Phasor Networks: Connecting Conventional and Spiking Neural Networks W. Olin-Ammentorp M. Bazhenov 24 5 0 15 Jun 2021
The Backpropagation Algorithm Implemented on Spiking Neuromorphic Hardware Alpha Renner F. Sheldon Anatoly Zlotnik L. Tao A. Sornborger 21 38 0 13 Jun 2021
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware Denis Kleyko Mike Davies E. P. Frady P. Kanerva Spencer J. Kent ... Evgeny Osipov J. Rabaey D. Rachkovskij Abbas Rahimi Friedrich T. Sommer 42 57 0 09 Jun 2021
One-Shot Federated Learning with Neuromorphic Processors Kenneth Stewart Yanqi Gu FedML 16 2 0 01 Nov 2020
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi Yexin Yan T. Stewart Xuan Choo Bernhard Vogginger Johannes Partzsch Sebastian Hoeppner Florian Kelber C. Eliasmith Steve Furber Christian Mayr BDL 24 32 0 18 Sep 2020
Online Few-shot Gesture Learning on a Neuromorphic Processor Kenneth Stewart Garrick Orchard S. Shrestha Emre Neftci 14 38 0 03 Aug 2020
Multi-Sample Online Learning for Probabilistic Spiking Neural Networks Hyeryung Jang Osvaldo Simeone 18 0 0 23 Jul 2020
Brain-inspired global-local learning incorporated with neuromorphic computing Yujie Wu R. Zhao Jun Zhu F. Chen Mingkun Xu ... Hao Zheng Jing Pei Youhui Zhang Mingguo Zhao Luping Shi 34 86 0 05 Jun 2020
Using context to adapt to sensor drift Jamieson Warner Ashwin Devaraj Risto Miikkulainen 4 2 0 16 Mar 2020
Signal Conditioning for Learning in the Wild Ayon Borthakur T. A. Cleland 14 11 0 12 Jul 2019
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting Alexander Ororbia A. Mali Daniel Kifer C. Lee Giles CLL KELM 32 15 0 25 May 2019