Automatic inference of demographic parameters using generative adversarial networks
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Automatic inference of demographic parameters using generative adversarial networks
Authors
Keywords
-
Journal
Molecular Ecology Resources
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2021-03-21
DOI
10.1111/1755-0998.13386
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Creating artificial human genomes using generative neural networks
- (2021) Burak Yelmen et al. PLoS Genetics
- Predicting the landscape of recombination using deep learning
- (2020) Jeffrey R Adrion et al. MOLECULAR BIOLOGY AND EVOLUTION
- De novo mutations across 1,465 diverse genomes reveal mutational insights and reductions in the Amish founder population
- (2020) Michael D. Kessler et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Deep learning for population size history inference: Design, comparison and combination with approximate Bayesian computation
- (2020) Théophile Sanchez et al. Molecular Ecology Resources
- A community-maintained standard library of population genetic models
- (2020) Jeffrey R Adrion et al. eLife
- ImaGene: a convolutional neural network to quantify natural selection from genomic data
- (2019) Luis Torada et al. BMC BIOINFORMATICS
- Deep generative models of genetic variation capture the effects of mutations
- (2018) Adam J. Riesselman et al. NATURE METHODS
- Pros and cons of GAN evaluation measures
- (2018) Ali Borji COMPUTER VISION AND IMAGE UNDERSTANDING
- The Unreasonable Effectiveness of Convolutional Neural Networks in Population Genetic Inference
- (2018) Lex Flagel et al. MOLECULAR BIOLOGY AND EVOLUTION
- SLiM 3: Forward Genetic Simulations Beyond the Wright–Fisher Model
- (2018) Benjamin C Haller et al. MOLECULAR BIOLOGY AND EVOLUTION
- Deep generative modeling for single-cell transcriptomics
- (2018) Romain Lopez et al. NATURE METHODS
- Comparison of Single Genome and Allele Frequency Data Reveals Discordant Demographic Histories
- (2017) Annabel C. Beichman et al. G3-Genes Genomes Genetics
- Differences in the rare variant spectrum among human populations
- (2017) Iain Mathieson et al. PLoS Genetics
- Rapid evolution of the human mutation spectrum
- (2017) Kelley Harris et al. eLife
- Discoal: flexible coalescent simulations with selection
- (2016) Andrew D. Kern et al. BIOINFORMATICS
- Effects of Linked Selective Sweeps on Demographic Inference and Model Selection
- (2016) D. R. Schrider et al. GENETICS
- Robust and scalable inference of population history from hundreds of unphased whole genomes
- (2016) Jonathan Terhorst et al. NATURE GENETICS
- Efficient Coalescent Simulation and Genealogical Analysis for Large Sample Sizes
- (2016) Jerome Kelleher et al. PLoS Computational Biology
- Deep Learning for Population Genetic Inference
- (2016) Sara Sheehan et al. PLoS Computational Biology
- A global reference for human genetic variation
- (2015) Richard A. Gibbs et al. NATURE
- Evidence for recent, population-specific evolution of the human mutation rate
- (2015) Kelley Harris PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Learning Natural Selection from the Site Frequency Spectrum
- (2013) R. Ronen et al. GENETICS
- Robust Demographic Inference from Genomic and SNP Data
- (2013) Laurent Excoffier et al. PLoS Genetics
- fastsimcoal: a continuous-time coalescent simulator of genomic diversity under arbitrarily complex evolutionary scenarios
- (2011) Laurent Excoffier et al. BIOINFORMATICS
- The landscape of recombination in African Americans
- (2011) Anjali G. Hinch et al. NATURE
- MSMS: a coalescent simulation program including recombination, demographic structure and selection at a single locus
- (2010) Gregory Ewing et al. BIOINFORMATICS
- mbs: modifying Hudson's ms software to generate samples of DNA sequences with a biallelic site under selection
- (2009) Kosuke M Teshima et al. BMC BIOINFORMATICS
- A Survey on Transfer Learning
- (2009) Sinno Jialin Pan et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Non-linear regression models for Approximate Bayesian Computation
- (2009) Michael G. B. Blum et al. STATISTICS AND COMPUTING
- Widespread Genomic Signatures of Natural Selection in Hominid Evolution
- (2009) Graham McVicker et al. PLoS Genetics
- Inferring the Joint Demographic History of Multiple Populations from Multidimensional SNP Frequency Data
- (2009) Ryan N. Gutenkunst et al. PLoS Genetics
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started