Detecting cells using non-negative matrix factorization on calcium imaging data - Maruyama, Ryuichi; Maeda, Kazuma; Moroda, Hajime; Kato, Ichiro; Inoue, Masashi; Miyakawa, Hiroyoshi; Aonishi, Toru (Neural networks, 2014)
Keywords: Algorithmics. Computability. Computer arithmetics; Algorithms; Animals; Applied sciences; Artificial intelligence; CA1 Region, Hippocampal - cytology; Calcium - analysis; Computer science; control theory; systems; Computer Simulation; Dendrite; Dendrites - chemistry; Detection, estimation, filtering, equalization, prediction; Exact sciences and technology; Independent component analysis; Information, signal and communications theory; Male; Models, Neurological; Multi-cellular calcium imaging; Neurons - chemistry; Neurons - cytology; Non-negative matrix factorization; Pattern recognition. Digital image processing. Computational geometry; Rats; Rats, Wistar; Reproducibility of Results; Semi-automatic cell detection; Signal and communications theory; Signal, noise; Telecommunications and information theory; Theoretical computing; Non-negative matrix factorization; Semi-automatic cell detection; Multi-cellular calcium imaging; Independent component analysis; Dendrite; Mental imagery; Transient response; Calcium; Image databank; Fluorescence; Matrix factorization; Transients; Local structure; Non negative matrix; Pericaryon; Bleaching; Automatic measurement; Imaging; Signal to noise ratio