A Biologically Plausible Supervised Learning Method for Spiking Neural
Networks Using the Symmetric STDP Rule

A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule

17 December 2018

Bo Xu

Papers citing "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule"

15 / 15 papers shown

Title
Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis Charles Theodore Kent L. Bagheriye Johan Kwisthout 29 0 0 06 Jan 2024
Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks Gaspard Goupy Pierre Tirilly Ioan Marius Bilasco 44 5 0 04 Aug 2023
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity Daniel Gerlinghoff Yaoyu Zhang Rick Siow Mong Goh Weng-Fai Wong 19 2 0 10 Nov 2022
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks Jianchuan Ding B. Dong Felix Heide Yufei Ding Yunduo Zhou Baocai Yin Xin Yang 20 24 0 09 Jun 2022
Ensemble plasticity and network adaptability in SNNs Mahima Milinda Alwis Weerasinghe David Parry Grace I. Wang Jacqueline L. Whalley 24 2 0 11 Mar 2022
Spiking CapsNet: A Spiking Neural Network With A Biologically Plausible Routing Rule Between Capsules Dongcheng Zhao Yang Li Yi Zeng Jihang Wang Qian Zhang 34 28 0 15 Nov 2021
BioLeaF: A Bio-plausible Learning Framework for Training of Spiking Neural Networks Yukun Yang Peng Li 29 3 0 14 Nov 2021
Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity Vladimir A. Ivanov Konstantinos Michmizos 34 33 0 26 Oct 2021
Constraints on Hebbian and STDP learned weights of a spiking neuron Dominique F. Chu Huy Le Nguyen 23 8 0 14 Dec 2020
Constructing Accurate and Efficient Deep Spiking Neural Networks with Double-threshold and Augmented Schemes Qiang Yu Chenxiang Ma Shiming Song Gaoyan Zhang J. Dang Kay Chen Tan 28 49 0 05 May 2020
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment Maryam Parsa Catherine D. Schuman Prasanna Date Derek C. Rose Bill Kay ... Steven R. Young Ryan Dellana William M. Severa T. Potok Kaushik Roy 21 4 0 21 Apr 2020
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Alireza Samadzadeh Fatemeh Sadat Tabatabaei Far Ali Javadi A. Nickabadi M. Chehreghani 38 51 0 27 Mar 2020
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks Malu Zhang Jiadong Wang Burin Amornpaisannon Zhixuan Zhang VPK Miriyala ... Hong Qu Jibin Wu Yansong Chua Trevor E. Carlson Haizhou Li 17 21 0 26 Mar 2020
Spiking Neural Predictive Coding for Continual Learning from Data Streams Alexander Ororbia 23 25 0 23 Aug 2019
Spiking Deep Residual Network Yang‐Zhi Hu Huajin Tang Gang Pan 121 75 0 28 Apr 2018