177 related articles for article (PubMed ID: 29990088)
1. Online Supervised Learning for Hardware-Based Multilayer Spiking Neural Networks Through the Modulation of Weight-Dependent Spike-Timing-Dependent Plasticity.
Zheng N; Mazumder P
IEEE Trans Neural Netw Learn Syst; 2018 Sep; 29(9):4287-4302. PubMed ID: 29990088
[TBL] [Abstract][Full Text] [Related]
2. A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks.
Taherkhani A; Belatreche A; Li Y; Maguire LP
IEEE Trans Neural Netw Learn Syst; 2018 Nov; 29(11):5394-5407. PubMed ID: 29993611
[TBL] [Abstract][Full Text] [Related]
3. Spiking neural networks for handwritten digit recognition-Supervised learning and network optimization.
Kulkarni SR; Rajendran B
Neural Netw; 2018 Jul; 103():118-127. PubMed ID: 29674234
[TBL] [Abstract][Full Text] [Related]
4. A supervised multi-spike learning algorithm based on gradient descent for spiking neural networks.
Xu Y; Zeng X; Han L; Yang J
Neural Netw; 2013 Jul; 43():99-113. PubMed ID: 23500504
[TBL] [Abstract][Full Text] [Related]
5. Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation.
Luo X; Qu H; Wang Y; Yi Z; Zhang J; Zhang M
IEEE Trans Neural Netw Learn Syst; 2023 Dec; 34(12):10141-10153. PubMed ID: 35436200
[TBL] [Abstract][Full Text] [Related]
6. 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]
7. Bio-inspired spiking neural network for nonlinear systems control.
Pérez J; Cabrera JA; Castillo JJ; Velasco JM
Neural Netw; 2018 Aug; 104():15-25. PubMed ID: 29702424
[TBL] [Abstract][Full Text] [Related]
8. 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]
9. Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks.
Gardner B; Grüning A
Front Comput Neurosci; 2021; 15():617862. PubMed ID: 33912021
[TBL] [Abstract][Full Text] [Related]
10. An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data.
Stromatias E; Soto M; Serrano-Gotarredona T; Linares-Barranco B
Front Neurosci; 2017; 11():350. PubMed ID: 28701911
[TBL] [Abstract][Full Text] [Related]
11. 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]
12. Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization.
Panda P; Aketi SA; Roy K
Front Neurosci; 2020; 14():653. PubMed ID: 32694977
[TBL] [Abstract][Full Text] [Related]
13. Efficient Synapse Memory Structure for Reconfigurable Digital Neuromorphic Hardware.
Kim J; Koo J; Kim T; Kim JJ
Front Neurosci; 2018; 12():829. PubMed ID: 30515074
[TBL] [Abstract][Full Text] [Related]
14. 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]
15. An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network.
Dora S; Sundaram S; Sundararajan N
IEEE Trans Cybern; 2019 Mar; 49(3):989-999. PubMed ID: 29994611
[TBL] [Abstract][Full Text] [Related]
16. Exploring Optimized Spiking Neural Network Architectures for Classification Tasks on Embedded Platforms.
Syed T; Kakani V; Cui X; Kim H
Sensors (Basel); 2021 May; 21(9):. PubMed ID: 34067080
[TBL] [Abstract][Full Text] [Related]
17. Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting.
Werner T; Vianello E; Bichler O; Garbin D; Cattaert D; Yvert B; De Salvo B; Perniola L
Front Neurosci; 2016; 10():474. PubMed ID: 27857680
[TBL] [Abstract][Full Text] [Related]
18. An Efficient Supervised Training Algorithm for Multilayer Spiking Neural Networks.
Xie X; Qu H; Liu G; Zhang M; Kurths J
PLoS One; 2016; 11(4):e0150329. PubMed ID: 27044001
[TBL] [Abstract][Full Text] [Related]
19. Spike-Train Level Direct Feedback Alignment: Sidestepping Backpropagation for On-Chip Training of Spiking Neural Nets.
Lee J; Zhang R; Zhang W; Liu Y; Li P
Front Neurosci; 2020; 14():143. PubMed ID: 32231513
[TBL] [Abstract][Full Text] [Related]
20. Supervised Learning Using Spike-Timing-Dependent Plasticity of Memristive Synapses.
Nishitani Y; Kaneko Y; Ueda M
IEEE Trans Neural Netw Learn Syst; 2015 Dec; 26(12):2999-3008. PubMed ID: 26595417
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
