Original Research
Published on 14 Sep 2021
On Consensus-Optimality Trade-offs in Collaborative Deep Learning
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.573731
- 1,549 views
- 2 citations
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287 articles
Articles
Original Research
Published on 10 Sep 2021
Application of Video-to-Video Translation Networks to Computational Fluid Dynamics
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.670208
- 1,841 views
Original Research
Published on 09 Sep 2021
Enabling Training of Neural Networks on Noisy Hardware
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.699148
- 12,842 views
- 21 citations
Original Research
Published on 08 Sep 2021
Biologically-Inspired Pulse Signal Processing for Intelligence at the Edge
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.568384
- 2,816 views
- 6 citations
Original Research
Published on 23 Aug 2021
On Topological Analysis of fs-LIMS Data. Implications for in Situ Planetary Mass Spectrometry
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.668163
- 4,800 views
- 8 citations
Original Research
Published on 18 Aug 2021
Topological Data Analysis Highlights Novel Geographical Signatures of the Human Gut Microbiome
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.680564
- 4,098 views
- 4 citations
Original Research
Published on 13 Aug 2021
Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.687176
- 2,696 views
- 9 citations
Original Research
Published on 02 Aug 2021
Solution of the Fokker–Planck Equation by Cross Approximation Method in the Tensor Train Format
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.668215
- 4,127 views
- 9 citations
Review
Published on 28 Jul 2021
A Comparative Study of Machine Learning Methods for Persistence Diagrams
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.681174
- 9,749 views
- 16 citations
Original Research
Published on 21 Jul 2021
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.642263
- 5,180 views
- 7 citations
Original Research
Published on 20 Jul 2021
Kernelized Heterogeneity-Aware Cross-View Face Recognition
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.670538
- 1,371 views
Original Research
Published on 29 Jun 2021
Topological Data Analysis of C. elegans Locomotion and Behavior
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.668395
- 4,793 views
- 4 citations
Original Research
Published on 09 Jun 2021
NeuroSim Simulator for Compute-in-Memory Hardware Accelerator: Validation and Benchmark
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.659060
- 16,692 views
- 37 citations
Original Research
Published on 04 Jun 2021
Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.673062
- 2,692 views
- 8 citations
Review
Published on 26 May 2021
A Survey of Topological Machine Learning Methods
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.681108
- 52,910 views
- 117 citations
Systematic Review
Published on 20 May 2021
Explainable AI and Reinforcement Learning—A Systematic Review of Current Approaches and Trends
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2021.550030
- 33,809 views
- 115 citations