294 related articles for article (PubMed ID: 27824044)
1. Random synaptic feedback weights support error backpropagation for deep learning.
Lillicrap TP; Cownden D; Tweed DB; Akerman CJ
Nat Commun; 2016 Nov; 7():13276. PubMed ID: 27824044
[TBL] [Abstract][Full Text] [Related]
2. Backpropagation and the brain.
Lillicrap TP; Santoro A; Marris L; Akerman CJ; Hinton G
Nat Rev Neurosci; 2020 Jun; 21(6):335-346. PubMed ID: 32303713
[TBL] [Abstract][Full Text] [Related]
3. An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity.
Whittington JCR; Bogacz R
Neural Comput; 2017 May; 29(5):1229-1262. PubMed ID: 28333583
[TBL] [Abstract][Full Text] [Related]
4. Contrastive Hebbian learning with random feedback weights.
Detorakis G; Bartley T; Neftci E
Neural Netw; 2019 Jun; 114():1-14. PubMed ID: 30831378
[TBL] [Abstract][Full Text] [Related]
5. A theory of local learning, the learning channel, and the optimality of backpropagation.
Baldi P; Sadowski P
Neural Netw; 2016 Nov; 83():51-74. PubMed ID: 27584574
[TBL] [Abstract][Full Text] [Related]
6. Direct Feedback Alignment With Sparse Connections for Local Learning.
Crafton B; Parihar A; Gebhardt E; Raychowdhury A
Front Neurosci; 2019; 13():525. PubMed ID: 31178689
[TBL] [Abstract][Full Text] [Related]
7. Deep neural networks using a single neuron: folded-in-time architecture using feedback-modulated delay loops.
Stelzer F; Röhm A; Vicente R; Fischer I; Yanchuk S
Nat Commun; 2021 Aug; 12(1):5164. PubMed ID: 34453053
[TBL] [Abstract][Full Text] [Related]
8. Photons guided by axons may enable backpropagation-based learning in the brain.
Zarkeshian P; Kergan T; Ghobadi R; Nicola W; Simon C
Sci Rep; 2022 Dec; 12(1):20720. PubMed ID: 36456619
[TBL] [Abstract][Full Text] [Related]
9. Supervised Learning in Neural Networks: Feedback-Network-Free Implementation and Biological Plausibility.
Lin F
IEEE Trans Neural Netw Learn Syst; 2022 Dec; 33(12):7888-7898. PubMed ID: 34181554
[TBL] [Abstract][Full Text] [Related]
10. Learning in the machine: Recirculation is random backpropagation.
Baldi P; Sadowski P
Neural Netw; 2018 Dec; 108():479-494. PubMed ID: 30317133
[TBL] [Abstract][Full Text] [Related]
11. Meta-learning biologically plausible plasticity rules with random feedback pathways.
Shervani-Tabar N; Rosenbaum R
Nat Commun; 2023 Mar; 14(1):1805. PubMed ID: 37002222
[TBL] [Abstract][Full Text] [Related]
12. Biologically Plausible Training Mechanisms for Self-Supervised Learning in Deep Networks.
Tang M; Yang Y; Amit Y
Front Comput Neurosci; 2022; 16():789253. PubMed ID: 35386856
[TBL] [Abstract][Full Text] [Related]
13. Deep Supervised Learning Using Local Errors.
Mostafa H; Ramesh V; Cauwenberghs G
Front Neurosci; 2018; 12():608. PubMed ID: 30233295
[TBL] [Abstract][Full Text] [Related]
14. Learning in the machine: The symmetries of the deep learning channel.
Baldi P; Sadowski P; Lu Z
Neural Netw; 2017 Nov; 95():110-133. PubMed ID: 28938130
[TBL] [Abstract][Full Text] [Related]
15. Low-variance Forward Gradients using Direct Feedback Alignment and momentum.
Bacho F; Chu D
Neural Netw; 2024 Jan; 169():572-583. PubMed ID: 37956574
[TBL] [Abstract][Full Text] [Related]
16. Inferring neural activity before plasticity as a foundation for learning beyond backpropagation.
Song Y; Millidge B; Salvatori T; Lukasiewicz T; Xu Z; Bogacz R
Nat Neurosci; 2024 Feb; 27(2):348-358. PubMed ID: 38172438
[TBL] [Abstract][Full Text] [Related]
17. Theories of Error Back-Propagation in the Brain.
Whittington JCR; Bogacz R
Trends Cogn Sci; 2019 Mar; 23(3):235-250. PubMed ID: 30704969
[TBL] [Abstract][Full Text] [Related]
18. 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]
19. Noise-boosted bidirectional backpropagation and adversarial learning.
Adigun O; Kosko B
Neural Netw; 2019 Dec; 120():9-31. PubMed ID: 31753425
[TBL] [Abstract][Full Text] [Related]
20. A Correspondence Between Normalization Strategies in Artificial and Biological Neural Networks.
Shen Y; Wang J; Navlakha S
Neural Comput; 2021 Nov; 33(12):3179-3203. PubMed ID: 34474484
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
