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1. Nanopore signal mapping with locality-sensitive hashing in memristor hardware

Nanopore signal mapping using locality-sensitive hashing in memristor-based in-memory computing hardware. This work hardware-software co-design directly analyzed nanopore sequencing raw signals using in-memory computing hardware, effectively combining separate basecalling and read mapping.

References:

• P. He, et al., Real-time raw signal genomic analysis using fully integrated memristor hardware. Nature Computational Science 5, 940–951 (2025).