Search Results - error+detection+and+correction

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2021-255 Benchmarking Computational Doublet-detection Methods For Single-cell RNA Sequencing Data

SUMMARY: UCLA researchers in the Department of Statistics have developed a software to compare existing doublet detection algorithms for Single-Cell RNA Sequencing Data. BACKGROUND: Single-cell RNA sequencing (scRNA-seq) provides the expression profiles of individual cells and is considered the gold standard for defining cell states and phenotypes...

Published: 7/19/2023 | Inventor(s):

Keywords(s): Algorithm, DNA Sequencing, Error Detection And Correction, Nucleotide, Polymorphism (Biology), RNA, RNA-Seq, Sequencing, Software, Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Bioinformatics, Life Science Research Tools > Research Methods, Software & Algorithms > Programs

2021-239-LDPC MINSUM DECODER WITH NEURAL-NETWORK-OPTIMIZED DEGREE-SPECIFIC WEIGHTS

SUMMARY: UCLA researchers in the Department of Electrical and Computer Engineering have developed a neural network-based approach to decode Low Density Parity Codes (LDPCs) that is capable of accurately transmitting large bit number data faster and with a lower frame rate error that conventional approaches. BACKGROUND: The transmission of data at...

Published: 7/19/2023 | Inventor(s): Richard Wesel, Linfang Wang, Sean Chen, Dariush Divsalar, Jonathan Nguyen

Keywords(s): Algorithm, Artificial Neural Network, Data Recovery, Error Detection And Correction, Information Theory, Low-Density Parity-Check Code, Parity-Check Matrix, Software & Algorithms, Telecommunication

Category(s): Software & Algorithms > Communication & Networking, Software & Algorithms, Electrical > Signal Processing, Software & Algorithms > Artificial Intelligence & Machine Learning, Electrical > Wireless, Software & Algorithms > Programs