Molecular convolutional neural networks with DNA regulatory circuits.
Xiewei XiongTong ZhuYun ZhuMengyao CaoJin XiaoLi LiFei WangChunhai FanHao PeiPublished in: Nat. Mach. Intell. (2022)
Keyphrases
- convolutional neural networks
- dna computing
- transcriptional regulation
- transcription factors
- convolutional network
- dna sequences
- regulatory elements
- high throughput
- sequence analysis
- gene expression
- binding sites
- sequence data
- computational methods
- signaling pathways
- genome wide
- saccharomyces cerevisiae
- high speed
- analog vlsi
- microarray
- dna copy number
- cis regulatory
- analog circuits
- logic synthesis
- gene regulatory networks
- three dimensional
- microarray data
- feature extraction
- asynchronous circuits
- power dissipation
- rna sequences
- regulatory networks
- living cells
- motif discovery
- dna binding
- circuit design
- gene expression data
- gel electrophoresis