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Algorithms for non-negative matrix factorization

D Seung, +1 more
- Vol. 13, pp 556-562
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The article was published on 2001-01-01 and is currently open access. It has received 5015 citations till now. The article focuses on the topics: Non-negative matrix factorization.

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Journal ArticleDOI

Impulses of activation but not motor modules are preserved in the locomotion of subacute stroke patients

TL;DR: It is suggested that this pattern is consistent with a neuronal network in which the timing of activity generated by central pattern generators is directed to the motoneurons via a premotor network that distributes the activity in a task-dependent manner determined by sensory and descending control information.
Journal ArticleDOI

Automatic Music Transcription: An Overview

TL;DR: The capability of transcribing music audio into music notation is a fascinating example of human intelligence and comprises several subtasks, including multipitch estimation (MPE), onset and offset detection, instrument recognition, beat and rhythm tracking, interpretation of expressive timing and dynamics, and score typesetting.
Journal ArticleDOI

Motor modules of human locomotion: influence of EMG averaging, concatenation, and number of step cycles.

TL;DR: The results of this study provide practical guidelines on the methodological aspects of synergistic muscle activation extraction from EMG during locomotion.
Book

Machine Audition: Principles, Algorithms and Systems

Wenwu Wang
TL;DR: This book is useful for professionals who want an improved understanding about how to design algorithms for performing automatic analysis of audio signals, construct a computing system for understanding sound, and learn how to build advanced human-computer interactive systems.
Journal ArticleDOI

DESMAN: a new tool for de novo extraction of strains from metagenomes

TL;DR: This work validated DESMAN on a complex 50-species 210-genome 96-sample synthetic mock data set and then applied it to the Tara Oceans microbiome, proving its ability to resolve strain-level variation.
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