335 related articles for article (PubMed ID: 34125691)
1. Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation.
Zhang T; Jia S; Cheng X; Xu B
IEEE Trans Neural Netw Learn Syst; 2022 Dec; 33(12):7621-7631. PubMed ID: 34125691
[TBL] [Abstract][Full Text] [Related]
2. A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule.
Hao Y; Huang X; Dong M; Xu B
Neural Netw; 2020 Jan; 121():387-395. PubMed ID: 31593843
[TBL] [Abstract][Full Text] [Related]
3. SSTDP: Supervised Spike Timing Dependent Plasticity for Efficient Spiking Neural Network Training.
Liu F; Zhao W; Chen Y; Wang Z; Yang T; Jiang L
Front Neurosci; 2021; 15():756876. PubMed ID: 34803591
[TBL] [Abstract][Full Text] [Related]
4. An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections.
Dong Y; Zhao D; Li Y; Zeng Y
Neural Netw; 2023 Aug; 165():799-808. PubMed ID: 37418862
[TBL] [Abstract][Full Text] [Related]
5. GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity.
Zhao D; Zeng Y; Zhang T; Shi M; Zhao F
Front Comput Neurosci; 2020; 14():576841. PubMed ID: 33281591
[TBL] [Abstract][Full Text] [Related]
6. HybridSNN: Combining Bio-Machine Strengths by Boosting Adaptive Spiking Neural Networks.
Shen J; Zhao Y; Liu JK; Wang Y
IEEE Trans Neural Netw Learn Syst; 2023 Sep; 34(9):5841-5855. PubMed ID: 34890341
[TBL] [Abstract][Full Text] [Related]
7. Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier.
Lobov SA; Chernyshov AV; Krilova NP; Shamshin MO; Kazantsev VB
Sensors (Basel); 2020 Jan; 20(2):. PubMed ID: 31963143
[TBL] [Abstract][Full Text] [Related]
8. Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network.
Dong M; Huang X; Xu B
PLoS One; 2018; 13(11):e0204596. PubMed ID: 30496179
[TBL] [Abstract][Full Text] [Related]
9. Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks.
Jia S; Zhang T; Cheng X; Liu H; Xu B
Front Neurosci; 2021; 15():654786. PubMed ID: 33776644
[TBL] [Abstract][Full Text] [Related]
10. Training Deep Spiking Convolutional Neural Networks With STDP-Based Unsupervised Pre-training Followed by Supervised Fine-Tuning.
Lee C; Panda P; Srinivasan G; Roy K
Front Neurosci; 2018; 12():435. PubMed ID: 30123103
[TBL] [Abstract][Full Text] [Related]
11. Deep learning in spiking neural networks.
Tavanaei A; Ghodrati M; Kheradpisheh SR; Masquelier T; Maida A
Neural Netw; 2019 Mar; 111():47-63. PubMed ID: 30682710
[TBL] [Abstract][Full Text] [Related]
12. Enabling Spike-Based Backpropagation for Training Deep Neural Network Architectures.
Lee C; Sarwar SS; Panda P; Srinivasan G; Roy K
Front Neurosci; 2020; 14():119. PubMed ID: 32180697
[TBL] [Abstract][Full Text] [Related]
13. Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks.
Wu Y; Deng L; Li G; Zhu J; Shi L
Front Neurosci; 2018; 12():331. PubMed ID: 29875621
[TBL] [Abstract][Full Text] [Related]
14. Rethinking the performance comparison between SNNS and ANNS.
Deng L; Wu Y; Hu X; Liang L; Ding Y; Li G; Zhao G; Li P; Xie Y
Neural Netw; 2020 Jan; 121():294-307. PubMed ID: 31586857
[TBL] [Abstract][Full Text] [Related]
15. Gradient-based feature-attribution explainability methods for spiking neural networks.
Bitar A; Rosales R; Paulitsch M
Front Neurosci; 2023; 17():1153999. PubMed ID: 37829721
[TBL] [Abstract][Full Text] [Related]
16. Locally connected spiking neural networks for unsupervised feature learning.
Saunders DJ; Patel D; Hazan H; Siegelmann HT; Kozma R
Neural Netw; 2019 Nov; 119():332-340. PubMed ID: 31499357
[TBL] [Abstract][Full Text] [Related]
17. Biologically plausible deep learning - But how far can we go with shallow networks?
Illing B; Gerstner W; Brea J
Neural Netw; 2019 Oct; 118():90-101. PubMed ID: 31254771
[TBL] [Abstract][Full Text] [Related]
18. Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks.
Zhang M; Wang J; Wu J; Belatreche A; Amornpaisannon B; Zhang Z; Miriyala VPK; Qu H; Chua Y; Carlson TE; Li H
IEEE Trans Neural Netw Learn Syst; 2022 May; 33(5):1947-1958. PubMed ID: 34534091
[TBL] [Abstract][Full Text] [Related]
19. A review of learning in biologically plausible spiking neural networks.
Taherkhani A; Belatreche A; Li Y; Cosma G; Maguire LP; McGinnity TM
Neural Netw; 2020 Feb; 122():253-272. PubMed ID: 31726331
[TBL] [Abstract][Full Text] [Related]
20. Temporal Coding in Spiking Neural Networks With Alpha Synaptic Function: Learning With Backpropagation.
Comsa IM; Potempa K; Versari L; Fischbacher T; Gesmundo A; Alakuijala J
IEEE Trans Neural Netw Learn Syst; 2022 Oct; 33(10):5939-5952. PubMed ID: 33900924
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]