Open AccessDeepGANnel: Synthesis of fully annotated single molecule patch-clamp data using generative adversarial networks
Author(s) -
Sam Ball,
Numan Celik,
Elaheh Sayari,
Lina Abdul Kadir,
Fiona O’Brien,
Richard BarrettJolley
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0267452
Subject(s) - computer science , leverage (statistics) , raw data , pipeline (software) , context (archaeology) , sample (material) , artificial intelligence , channel (broadcasting) , hidden markov model , data mining , generative model , machine learning , synthetic data , generative grammar , paleontology , computer network , chemistry , chromatography , biology , programming language