GenCoder: A Novel Convolutional Neural Network Based Autoencoder for Genomic Sequence Data Compression.
Sheena K. S.Madhu S. NairPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2024)
Keyphrases
- data compression
- genomic sequences
- restricted boltzmann machine
- dna sequences
- neural network
- deep learning
- compression algorithm
- compression ratio
- data reduction
- previously unknown
- compression scheme
- sparse coding
- probabilistic graphical models
- huffman coding
- wavelet filters
- high compression
- gene prediction
- conditional random fields
- wavelet compression
- mixed data
- lossless data compression
- low memory
- arithmetic coding
- probabilistic model
- video sequences