Cargando…

Application of Parallel Factor Analysis (PARAFAC) to electrophysiological data

The identification of important features in multi-electrode recordings requires the decomposition of data in order to disclose relevant features and to offer a clear graphical representation. This can be a demanding task. Parallel Factor Analysis (PARAFAC; Hitchcock, 1927; Carrol and Chang, 1970; Ha...

Descripción completa

Detalles Bibliográficos
Autores principales:	Schmitz, S. Katharina, Hasselbach, Philipp P., Ebisch, Boris, Klein, Anja, Pipa, Gordon, Galuske, Ralf A. W.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2015
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4311613/ https://www.ncbi.nlm.nih.gov/pubmed/25688205 http://dx.doi.org/10.3389/fninf.2014.00084

Ejemplares similares

Missing mass approximations for the partition function of stimulus driven Ising models
por: Haslinger, Robert, et al.
Publicado: (2013)

Factor Uniqueness of the Structural Parafac Model
por: Giordani, Paolo, et al.
Publicado: (2020)

Fluorescence-based characterisation of selected edible insect species: Excitation emission matrix (EEM) and parallel factor (PARAFAC) analysis
por: Rossi, G., et al.
Publicado: (2021)

Genomic data integration by WON-PARAFAC identifies interpretable factors for predicting drug-sensitivity in vivo
por: Kim, Yongsoo, et al.
Publicado: (2019)

Rigorous optimisation of multilinear discriminant analysis with Tucker and PARAFAC structures
por: Frølich, Laura, et al.
Publicado: (2018)

Integrated platform and API for electrophysiological data
por: Sobolev, Andrey, et al.
Publicado: (2014)

Editorial: Functional columnar organization and long-range circuits in different cortical systems
por: Schmidt, Kerstin E., et al.
Publicado: (2023)

On the Non-Existence of Optimal Solutions and the Occurrence of “Degeneracy” in the CANDECOMP/PARAFAC Model
por: Krijnen, Wim P., et al.
Publicado: (2008)

A Novel PARAFAC Model for Processing the Nested Vector-Sensor Array
por: Rao, Wei, et al.
Publicado: (2018)

PARAFAC modeling of dandelion phenolic compound fluorescence relation to antioxidant properties
por: Wu, Ping, et al.
Publicado: (2022)

N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil
por: Rosa, Larissa Naida, et al.
Publicado: (2020)

Local active information storage as a tool to understand distributed neural information processing
por: Wibral, Michael, et al.
Publicado: (2014)

Using Virtual Reality to Assess Ethical Decisions in Road Traffic Scenarios: Applicability of Value-of-Life-Based Models and Influences of Time Pressure
por: Sütfeld, Leon R., et al.
Publicado: (2017)

Response: Commentary: Using Virtual Reality to Assess Ethical Decisions in Road Traffic Scenarios: Applicability of Value-of-Life-Based Models and Influences of Time Pressure
por: Sütfeld, Leon R., et al.
Publicado: (2018)

PARAFAC Decomposition for Ultrasonic Wave Sensing of Fiber Bragg Grating Sensors: Procedure and Evaluation
por: Zheng, Rencheng, et al.
Publicado: (2015)

Interactions in Ternary Aqueous Solutions of NMA and Osmolytes—PARAFAC Decomposition of FTIR Spectra Series
por: Kaczkowska, Emilia, et al.
Publicado: (2021)

Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis
por: Chen, Hanxin, et al.
Publicado: (2022)

Accelerated PARAFAC-Based Channel Estimation for Reconfigurable Intelligent Surface-Assisted MISO Systems
por: Xiao, Haoqi, et al.
Publicado: (2022)

Excitation–Emission Matrix Fluorescence Spectroscopy Coupled with PARAFAC Modeling for Viability Prediction of Cells
por: Głowacz, Klaudia, et al.
Publicado: (2023)

RM-SORN: a reward-modulated self-organizing recurrent neural network
por: Aswolinskiy, Witali, et al.
Publicado: (2015)

Neo: an object model for handling electrophysiology data in multiple formats
por: Garcia, Samuel, et al.
Publicado: (2014)

Stimfit: quantifying electrophysiological data with Python
por: Guzman, Segundo J., et al.
Publicado: (2014)

Higher Order Spike Synchrony in Prefrontal Cortex during Visual Memory
por: Pipa, Gordon, et al.
Publicado: (2011)

SORN: A Self-Organizing Recurrent Neural Network
por: Lazar, Andreea, et al.
Publicado: (2009)

Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision
por: Lukanov, Hristofor, et al.
Publicado: (2021)

The Effects of Theta and Gamma tACS on Working Memory and Electrophysiology
por: Pahor, Anja, et al.
Publicado: (2018)

OpenElectrophy: An Electrophysiological Data- and Analysis-Sharing Framework
por: Garcia, Samuel, et al.
Publicado: (2009)

Bivariate and Multivariate NeuroXidence: A Robust and Reliable Method to Detect Modulations of Spike–Spike Synchronization Across Experimental Conditions
por: Wu, Wei, et al.
Publicado: (2011)

Serial Spike Time Correlations Affect Probability Distribution of Joint Spike Events
por: Shahi, Mina, et al.
Publicado: (2016)

Electrophysiological Excitability and Parallel Fiber Synaptic Properties of Zebrin-Positive and -Negative Purkinje Cells in Lobule VIII of the Mouse Cerebellar Slice
por: Nguyen-Minh, Viet T., et al.
Publicado: (2019)

Spike Train Auto-Structure Impacts Post-Synaptic Firing and Timing-Based Plasticity
por: Scheller, Bertram, et al.
Publicado: (2011)

Neuronal oscillations form parietal/frontal networks during contour integration
por: Castellano, Marta, et al.
Publicado: (2014)

Forced-choice decision-making in modified trolley dilemma situations: a virtual reality and eye tracking study
por: Skulmowski, Alexander, et al.
Publicado: (2014)

NeuroElectro: a window to the world's neuron electrophysiology data
por: Tripathy, Shreejoy J., et al.
Publicado: (2014)

Degeneracy in Candecomp/Parafac and Indscal Explained For Several Three-Sliced Arrays With A Two-Valued Typical Rank
por: Stegeman, Alwin
Publicado: (2007)

Untargeted Metabolomic Profile for the Detection of Prostate Carcinoma—Preliminary Results from PARAFAC2 and PLS–DA Models
por: Amante, Eleonora, et al.
Publicado: (2019)

Calibration-free PAT: Locating selective crystallization or precipitation sweet spot in screenings with multi-way PARAFAC models
por: Wegner, Christina Henriette, et al.
Publicado: (2022)

Revealing the Inner Changes of Component Composition Derived from DOM PARAFAC Based on Two-Dimensional Correlation Spectroscopy
por: Cui, Hongyang, et al.
Publicado: (2022)

Histological validation of high-resolution DTI in human post mortem tissue
por: Seehaus, Arne, et al.
Publicado: (2015)

NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig
por: Sahoo, Satya S., et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_50550n39j7q85e9hn61etc01ht