Abstract: Timing offset and channel estimation plays an important role in the performance of amplify-and-forward two-way relay networks. The state-of-the art approach models the system as a Hidden ...

Abstract: In this project, we propose an SoC solution to accelerate the Pair-HMM's forward algorithm which is the key performance bottleneck in the GATK's HaplotypeCaller tool for DNA variant calling.

A complete C++ implementation of the Python hmmlearn library, featuring modern C++17, Eigen for linear algebra, and comprehensive HMM algorithms. hmm_c++/ ├── include/ # Header files │ ├── types.hpp # ...

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Pulse-like signals are ubiquitous in the field of single molecule analysis, e.g., ...

Sequentia is a Python package that provides various classification and regression algorithms for sequential data, including methods based on hidden Markov models and dynamic time warping. Some ...

This exploration aims to study the emotion recognition of speech and graphic visualization of expressions of learners under the intelligent learning environment of the Internet. After comparing the ...

Extraction of complex temporal patterns, such as human behaviors, from time series data is a challenging yet important problem. The double articulation analyzer has been previously proposed by ...