Detecting subtle transcriptomic perturbations induced by lncRNAs knock-down in single-cell CRISPRi screening using a new sparse supervised autoencoder neural network.
Marin TruchiCaroline LacouxCyprien GilleJulien FassyVirginie MagnoneRafael Lopes GoncalvesCédric Girard RiboulleauIris Manosalva-PenaMarine Gautier-IsolaKevin LebrigandPascal BarbrySalvatore SpicugliaGeorges VassauxRoger RezzonicoMichel BarlaudBernard MariPublished in: Frontiers Bioinform. (2024)
Keyphrases
- neural network
- restricted boltzmann machine
- feedforward neural networks
- unsupervised learning
- neural network is trained
- feature selection
- artificial neural networks
- image analysis
- back propagation
- sparse coding
- semi supervised
- sparse data
- recurrent neural networks
- fuzzy logic
- high dimensional
- pattern recognition
- genetic algorithm