Meta-learning Spiking Neural Networks with Surrogate Gradient Descent

26 January 2022

Papers citing "Meta-learning Spiking Neural Networks with Surrogate Gradient Descent"

18 / 18 papers shown

Title
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning Qi Xu J. Zhu D. Zhou Hao Chen Yong-Jin Liu Jiangrong Shen Qiang Zhang 31 0 0 12 May 2025
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing Kenneth Stewart Michael Neumeier Sumit Bam Shrestha Garrick Orchard Emre Neftci 37 0 0 28 Aug 2024
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks Lihao Wang Zhaofei Yu 47 5 0 01 Jun 2024
Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection Sebastian Otte MedIm 32 1 0 31 May 2024
Spiking Wavelet Transformer Yuetong Fang Ziqing Wang Lingfeng Zhang Jiahang Cao Honglei Chen Renjing Xu 64 5 0 17 Mar 2024
Artificial-Spiking Hierarchical Networks for Vision-Language Representation Learning Ye-Ting Chen Siyu Zhang Yaoru Sun Weijian Liang Haoran Wang 40 0 0 18 Aug 2023
Synaptic metaplasticity with multi-level memristive devices Simone DÁgostino Filippo Moro T. Hirtzlin J. Arcamone N. Castellani D. Querlioz Melika Payvand Elisa Vianello MQ 19 2 0 21 Jun 2023
Meta-Learning in Spiking Neural Networks with Reward-Modulated STDP Arsham Gholamzadeh Khoee Alireza Javaheri Saeed Reza Kheradpisheh M. Ganjtabesh OOD 28 4 0 07 Jun 2023
Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN Yang‐Zhi Hu Qian Zheng Xudong Jiang Gang Pan MQ 26 48 0 31 May 2023
OpenSpike: An OpenRAM SNN Accelerator Farhad Modaresi Matthew Guthaus Jason Eshraghian 27 10 0 02 Feb 2023
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware Fernando M. Quintana Fernando Perez-Peña Pedro L. Galindo Emre O. Netfci Elisabetta Chicca Lyes Khacef 22 11 0 19 Jan 2023
Masked Spiking Transformer Ziqing Wang Yuetong Fang Jiahang Cao Qiang Zhang Zhongrui Wang Renjing Xu 25 39 0 03 Oct 2022
Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits Lyes Khacef Philipp Klein M. Cartiglia Arianna Rubino Giacomo Indiveri Elisabetta Chicca 19 35 0 30 Sep 2022
Spiking Generative Adversarial Networks With a Neural Network Discriminator: Local Training, Bayesian Models, and Continual Meta-Learning Bleema Rosenfeld Osvaldo Simeone Bipin Rajendran GAN 24 16 0 02 Nov 2021
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML Aniruddh Raghu M. Raghu Samy Bengio Oriol Vinyals 177 639 0 19 Sep 2019
Building machines that adapt and compute like brains Brenden Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 129 257 0 16 Dec 2016