학술논문

HMMlib: A C++ Library for General Hidden Markov Models Exploiting Modern CPUs
Document Type
Conference
Source
2010 Ninth International Workshop on Parallel and Distributed Methods in Verification, and Second International Workshop on High Performance Computational Systems Biology Parallel and Distributed Methods in Verification, 2010 Ninth International Workshop on, and High Performance Computational Systems Biology, Second International Workshop on. :126-134 Sep, 2010
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Bioengineering
Hidden Markov models
Viterbi algorithm
Computational modeling
Decoding
Libraries
Probability distribution
Markov processes
HMMlib
Hidden Markov Models
SSE
OpenMP
Language
Abstract
We present a C++ library for constructing and analyzing general hidden Markov models. The library consists of a number of template classes and generic functions, parameterized with the precision of floating point types and different types of hardware acceleration.