Nanopore sequencing is a widely-used high-throughput genome sequencing technology
that can sequence long fragments of a genome into raw electrical signals at low cost …

Nanopore genome sequencing is the key to enabling personalized medicine, global food
security, and virus surveillance. The state-of-the-art base-callers adopt deep neural …

Motivation Nanopore sequencing is emerging as a key pillar in the genomic technology
landscape but computational constraints limiting its scalability remain to be overcome. The …

Sequencing by translocating DNA fragments through an array of nanopores is a rapidly
maturing technology that offers faster and cheaper sequencing than other approaches …

Nanopore sequencing generates noisy electrical signals that need to be converted into a
standard string of DNA nucleotide bases using a computational step called basecalling. The …

Nanopore-based sequencers generate a series of raw electrical signal measurements that
represent the contents of a biological sequence molecule passing through the sequencer's …

Background Nanopore-based DNA sequencing relies on basecalling the electric current
signal. Basecalling requires neural networks to achieve competitive accuracies. To improve …

Genomics can transform health-care through precision medicine. Plummeting sequencing
costs would soon make genome testing affordable to the masses. Compute efficiency …

Nanopore sequencers generate electrical raw signals in real-time while sequencing long
genomic strands. These raw signals can be analyzed as they are generated, providing an …

Precision Medicine will rely on frequent genomic analysis, especially for patients
undergoing cancer treatments or suffering from rare diseases. Sequence alignment is …