A system and method for a reduced computation hidden markov model (HMM) in computational biology applications is disclosed herein. The method includes performing a correlation between the haplotype sequence and the read sequence at the HMM pre-filter engine. The method includes computing a HMM metric from a reduced number of cells at the HMM computation engine.
展开▼