4.6 Article

An Accurate and Real-Time Method for Resolving Superimposed Action Potentials in MultiUnit Recordings

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Neurosciences

Rigorous performance assessment of the algorithms for resolving motor unit action potential superpositions

Mehdi Shirzadi et al.

Summary: This study compared different algorithms for resolving superimposed MUAPs, finding that PSO performed the best in the first set, BB in the second set, and BB ranked first in the entire dataset. While BB algorithm is generally fast, it may not be suitable for all real-time applications.

JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY (2021)

Article Mathematical & Computational Biology

HTsort: Enabling Fast and Accurate Spike Sorting on Multi-Electrode Arrays

Keming Chen et al.

Summary: The paper proposes a fast and accurate spike sorting approach named HTsort for high-density multi-electrode arrays, which achieves higher classification accuracy through spatial information utilization and template merging. Compared to other spike sorters, HTsort has a more favorable trade-off between accuracy and time consumption, as well as stronger robustness against background noise.

FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2021)

Article Energy & Fuels

Detailed FTIR spectroscopy characterization of crude oil extracted asphaltenes: Curve resolve of overlapping bands

Morteza Asemani et al.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2020)

Article Engineering, Biomedical

Recursive Decomposition of Electromyographic Signals With a Varying Number of Active Sources: Bayesian Modeling and Filtering

Tianyi Yu et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2020)

Article Engineering, Biomedical

On-Line Recursive Decomposition of Intramuscular EMG Signals Using GPU-Implemented Bayesian Filtering

Tianyi Yu et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2020)

Article Computer Science, Interdisciplinary Applications

Exact inter-discharge interval distribution of motor unit firing patterns with gamma model

Javier Navallas et al.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING (2019)

Article Neurosciences

Continuing progress of spike sorting in the era of big data

David Carlson et al.

CURRENT OPINION IN NEUROBIOLOGY (2019)

Article Mathematical & Computational Biology

Non-invasive Decoding of the Motoneurons: A Guided Source Separation Method Based on Convolution Kernel Compensation With Clustered Initial Points

Mohammad Reza Mohebian et al.

FRONTIERS IN COMPUTATIONAL NEUROSCIENCE (2019)

Article Engineering, Biomedical

An Adaptive Neural Spike Processor With Embedded Active Learning for Improved Unsupervised Sorting Accuracy

Majid Zamani et al.

IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

A Real-Time Method for Decoding the Neural Drive to Muscles Using Single-Channel Intra-Muscular EMG Recordings

Saeed Karimimehr et al.

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (2017)

Article Neurosciences

A Fully Automated Approach to Spike Sorting

Jason E. Chung et al.

NEURON (2017)

Article Engineering, Electrical & Electronic

Localised high resolution spectral estimator for resolving superimposed peaks in NMR signals

Shanglin Ye et al.

SIGNAL PROCESSING (2017)

Article Neurosciences

Spike sorting for large, dense electrode arrays

Cyrille Rossant et al.

NATURE NEUROSCIENCE (2016)

Review Neurosciences

Past, present and future of spike sorting techniques

Hernan Gonzalo Rey et al.

BRAIN RESEARCH BULLETIN (2015)

Article Engineering, Electrical & Electronic

Human-Machine Interfacing by Decoding the Surface Electromyogram

Dario Farina et al.

IEEE SIGNAL PROCESSING MAGAZINE (2015)

Article Mathematical & Computational Biology

Bayes optimal template matching for spike sorting - combining fisher discriminant analysis with optimal filtering

Felix Franke et al.

JOURNAL OF COMPUTATIONAL NEUROSCIENCE (2015)

Article Engineering, Biomedical

Sequential Decoding of Intramuscular EMG Signals via Estimation of a Markov Model

Jonathan Monsifrot et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2014)

Article Engineering, Biomedical

Maximum Likelihood Estimation of Motor Unit Firing Pattern Statistics

Javier Navallas et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2014)

Article Neurosciences

Error reduction in EMG signal decomposition

Joshua C. Kline et al.

JOURNAL OF NEUROPHYSIOLOGY (2014)

Article Biochemical Research Methods

A unified framework and method for automatic neural spike identification

Chaitanya Ekanadham et al.

JOURNAL OF NEUROSCIENCE METHODS (2014)

Article Computer Science, Artificial Intelligence

Feature reduction and selection for EMG signal classification

Angkoon Phinyomark et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Biochemical Research Methods

How many neurons can we see with current spike sorting algorithms?

Carlos Pedreira et al.

JOURNAL OF NEUROSCIENCE METHODS (2012)

Article Multidisciplinary Sciences

Accurately estimating neuronal correlation requires a new spike-sorting paradigm

Valerie Ventura et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)

Article Engineering, Biomedical

Rigorous a Posteriori Assessment of Accuracy in EMG Decomposition

Kevin C. McGill et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2011)

Article Engineering, Biomedical

Spike Sorting by Stochastic Simulation

Di Ge et al.

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (2011)

Article Multidisciplinary Sciences

Fast, Scalable, Bayesian Spike Identification for Multi-Electrode Arrays

Jason S. Prentice et al.

PLOS ONE (2011)

Article Mathematical & Computational Biology

An online spike detection and spike classification algorithm capable of instantaneous resolution of overlapping spikes

Felix Franke et al.

JOURNAL OF COMPUTATIONAL NEUROSCIENCE (2010)

Article Biochemical Research Methods

NASS: An empirical approach to spike sorting with overlap resolution based on a hybrid noise-assisted methodology

Dimitrios A. Adamos et al.

JOURNAL OF NEUROSCIENCE METHODS (2010)

Article Engineering, Biomedical

Resolving Superimposed MUAPs Using Particle Swarm Optimization

Hamid Reza Marateb et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2009)

Review Multidisciplinary Sciences

Analysis of intramuscular electromyogram signals

Roberto Merletti et al.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2009)

Article Engineering, Biomedical

A genetic algorithm for the resolution of superimposed motor unit action potentials

Joel R. Florestal et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2007)

Article Engineering, Biomedical

A robust method for spike sorting with automatic overlap decomposition

Guang-Li Wang et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2006)

Article Biochemical Research Methods

EMGLAB: An interactive EMG decomposition program

KC McGill et al.

JOURNAL OF NEUROSCIENCE METHODS (2005)

Article Biochemical Research Methods

Spike sorting based on automatic template reconstruction with a partial solution to the overlapping problem

PM Zhang et al.

JOURNAL OF NEUROSCIENCE METHODS (2004)

Article Engineering, Biomedical

Optimal resolution of superimposed action potentials

KC McGill

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2002)

Article Biochemical Research Methods

A method for spike sorting and detection based on wavelet packets and Shannon's mutual information

E Hulata et al.

JOURNAL OF NEUROSCIENCE METHODS (2002)

Article Neurosciences

EMG signal decomposition: how can it be accomplished and used?

D Stashuk

JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY (2001)