Non-negative matrix factorization

Modular Control of Human Movement During Running: An Open Access Data Set

Alessandro Santuz, Antonis Ekizos, Lars Janshen, Falk Mersmann, Sebastian Böhm, Vasilios Baltzopoulos, Adamantios Arampatzis

Citations: 75 • 2018

Muscle Synergy-based Grasp Classification for Robotic Hand Prosthetics

Sezen Yağmur Günay, Fernando Quivira, Deniz Erdoğmuş

Citations: 24 • 2017

Modified Nonnegative Matrix Factorization Using the Hadamard Product to Estimate Real-Time Continuous Finger-Motion Intentions

Pyungkang Kim, Kyung-Soo Kim, Soohyun Kim

Citations: 18 • 2017

An experimental comparison between NMF and LDA for active cross-situational object-word learning

Yuxin Chen, Jean-Baptiste Bordes, David Filliat

Citations: 16 • 2016

Acquisition of ordinal words using weakly supervised NMF

Vincent Renkens, Steven Janssens, Bart Ons, Jort F. Gemmeke, Hugo Van hamme

Citations: 14 • 2014

Evaluation of Synergy-Based Hand Gesture Recognition Method Against Force Variation for Robust Myoelectric Control

Zhicheng Teng, Guanghua Xu, Renghao Liang, Min Li, Sicong Zhang

Citations: 12 • 2021

Making a Case for Application of the Unsupervised PCA Algorithm for Simultaneous and Proportional Myoelectric Intention Estimation of Individual Fingers

Muhammad Zahak Jamal, Dong-Hyun Lee, Dong Jin Hyun

Citations: 11 • 2022

Self-Supervised Regression of sEMG Signals Combining Non-Negative Matrix Factorization With Deep Neural Networks for Robot Hand Multiple Grasping Motion Control

Roberto Meattini, Alessio Caporali, Alessandra Bernardini, Gianluca Palli, Claudio Melchiorri

Citations: 10 • 2023

Fast word acquisition in an NMF-based learning framework

Joris Driesen, Hugo Van hamme

Citations: 10 • 2012

Reduction of Non-stationary Noise for a Robotic Living Assistant using Sparse Non-negative Matrix Factorization

Benjamin Cauchi, Stefan Goetze, Simon Doclo

Citations: 10 • 2012

Audio Bank: A high-level acoustic signal representation for audio event recognition

Tushar Sandhan, Sukanya Sonowal, Jin Young Choi

Citations: 8 • 2014

Effect of Assist Robot on Muscle Synergy during Sit-to-Stand Movement

Tianyi Wang, Shima Okada, An Chi Guo, Masaaki Makikawa, Naruhiro Shiozawa

Citations: 7 • 2021

Informed Ego-noise Suppression Using Motor Data-driven Dictionaries

Alexander Schmidt, Walter Kellermann

Citations: 6 • 2019

A Variational Bayesian Gaussian Mixture-Nonnegative Matrix Factorization Model to Extract Movement Primitives for Robust Control

Hong-Bo Xie, Kerrie Mengersen, Changán Di, Yongjian Zhang, Justin Lipman, Sabine Van Huffel

Citations: 6 • 2022

Ego Noise Reduction for Hose-Shaped Rescue Robot Combining Independent Low-Rank Matrix Analysis and Multichannel Noise Cancellation

Narumi Mae, Masaru Ishimura, Shoji Makino, Daichi Kitamura, Nobutaka Ono, Takeshi Yamada, Hiroshi Saruwatari

Citations: 5 • 2017

Research on Power-Assisted Strategy and Device Based on Muscle Synergy

Lintao Hu, Xiuying Luo, Shangjie Tang, Xiaoying Wu, Lin Chen, Xiaolin Zheng, Wensheng Hou

Citations: 4 • 2019

Extracting Control Information from Multi-channel Surface EMG Signals to Drive a Musculoskeletal Model

Ruyi Wang, Kun Zhu, Ziang Zhang, Jianmin Li, Lizhi Pan

Citations: 4 • 2021

Ego-noise reduction for a hose-shaped rescue robot using determined rank-1 multichannel nonnegative matrix factorization

Moe Takakusaki, Daichi Kitamura, Nobutaka Ono, Takeshi Yamada, Shoji Makino, Hiroshi Saruwatari

Citations: 4 • 2016

Motor data-regularized nonnegative matrix factorization for ego-noise suppression

Alexander Schmidt, Andreas Brendel, Thomas Haubner, Walter Kellermann

Citations: 3 • 2020

Ego noise reduction for hose-shaped rescue robot combining independent low-rank matrix analysis and noise cancellation

Narumi Mae, Daichi Kitamura, Masaru Ishimura, Takeshi Yamada, Shoji Makino

Citations: 3 • 2016