Fast amortized inference of neural activity from calcium imaging data with variational autoencoders.
Artur SpeiserJinyao YanEvan ArcherLars BuesingSrinivas C. TuragaJakob H. MackePublished in: CoRR (2017)
Keyphrases
- data analysis
- data processing
- high quality
- data collection
- database
- original data
- neural network
- knowledge discovery
- probability distribution
- image data
- input data
- data points
- image reconstruction
- synthetic data
- high dimensional data
- data mining techniques
- denoising
- high resolution
- bayesian networks
- training data
- computer vision
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- data sets