Cargando…

Open Source Tools for the Information Theoretic Analysis of Neural Data

The recent and rapid development of open source software tools for the analysis of neurophysiological datasets consisting of simultaneous multiple recordings of spikes, field potentials and other neural signals holds the promise for a significant advance in the standardization, transparency, quality...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ince, Robin A. A., Mazzoni, Alberto, Petersen, Rasmus S., Panzeri, Stefano
Formato:	Texto
Lenguaje:	English
Publicado:	Frontiers Research Foundation 2010
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2891486/ https://www.ncbi.nlm.nih.gov/pubmed/20730105 http://dx.doi.org/10.3389/neuro.01.011.2010

Ejemplares similares

Python for Information Theoretic Analysis of Neural Data
por: Ince, Robin A. A., et al.
Publicado: (2009)

Comparison of the dynamics of neural interactions between current-based and conductance-based integrate-and-fire recurrent networks
por: Cavallari, Stefano, et al.
Publicado: (2014)

CaImAn an open source tool for scalable calcium imaging data analysis
por: Giovannucci, Andrea, et al.
Publicado: (2019)

Empirical and Theoretical Aspects of Generation and Transfer of Information in a Neuromagnetic Source Network
por: Vakorin, Vasily A., et al.
Publicado: (2011)

Data simplification: taming information with open source tools
por: Berman, Jules J
Publicado: (2016)

DataViewer3D: An Open-Source, Cross-Platform Multi-Modal Neuroimaging Data Visualization Tool
por: Gouws, André, et al.
Publicado: (2009)

Analysis of Slow (Theta) Oscillations as a Potential Temporal Reference Frame for Information Coding in Sensory Cortices
por: Kayser, Christoph, et al.
Publicado: (2012)

Efficient population coding of naturalistic whisker motion in the ventro-posterior medial thalamus based on precise spike timing
por: Bale, Michael R., et al.
Publicado: (2015)

Information-Theoretic Intrinsic Plasticity for Online Unsupervised Learning in Spiking Neural Networks
por: Zhang, Wenrui, et al.
Publicado: (2019)

Contributions of local speech encoding and functional connectivity to audio-visual speech perception
por: Giordano, Bruno L, et al.
Publicado: (2017)

An open-source, high-performance tool for automated sleep staging
por: Vallat, Raphael, et al.
Publicado: (2021)

Stimulus-dependent relationships between behavioral choice and sensory neural responses
por: Chicharro, Daniel, et al.
Publicado: (2021)

Information Carried by Population Spike Times in the Whisker Sensory Cortex can be Decoded Without Knowledge of Stimulus Time
por: Panzeri, Stefano, et al.
Publicado: (2010)

NEuronMOrphological analysis tool: open-source software for quantitative morphometrics
por: Billeci, Lucia, et al.
Publicado: (2013)

Implications of the Dependence of Neuronal Activity on Neural Network States for the Design of Brain-Machine Interfaces
por: Panzeri, Stefano, et al.
Publicado: (2016)

EZcalcium: Open-Source Toolbox for Analysis of Calcium Imaging Data
por: Cantu, Daniel A., et al.
Publicado: (2020)

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

A methodology for assessing the effect of correlations among muscle synergy activations on task-discriminating information
por: Delis, Ioannis, et al.
Publicado: (2013)

An open-source tool for automated analysis of breathing behaviors in common marmosets and rodents
por: Bishop, Mitchell, et al.
Publicado: (2022)

Open-source tools for behavioral video analysis: Setup, methods, and best practices
por: Luxem, Kevin, et al.
Publicado: (2023)

Editorial: Reading and writing the neural code for neuroprosthetics
por: Mazzoni, Alberto, et al.
Publicado: (2023)

Data Analysis with Open Source Tools
por: Janert, Philipp
Publicado: (2010)

ROS-Neuro: An Open-Source Platform for Neurorobotics
por: Tonin, Luca, et al.
Publicado: (2022)

Computational methods to study information processing in neural circuits
por: Koren, Veronika, et al.
Publicado: (2023)

Open Source Tools for Temporally Controlled Rodent Behavior Suitable for Electrophysiology and Optogenetic Manipulations
por: Solari, Nicola, et al.
Publicado: (2018)

NeuroPG: open source software for optical pattern generation and data acquisition
por: Avants, Benjamin W., et al.
Publicado: (2015)

Comparing Open-Source Toolboxes for Processing and Analysis of Spike and Local Field Potentials Data
por: Unakafova, Valentina A., et al.
Publicado: (2019)

An information theoretic score for learning hierarchical concepts
por: Madani, Omid
Publicado: (2023)

CAVE: An Open-Source Tool for Combined Analysis of Head-Mounted Calcium Imaging and Behavior in MATLAB
por: Tegtmeier, Jennifer, et al.
Publicado: (2018)

Neuroscience Information Toolbox: An Open Source Toolbox for EEG–fMRI Multimodal Fusion Analysis
por: Dong, Li, et al.
Publicado: (2018)

Large Data Visualization with Open-Source Tools
por: Jomier, Julien
Publicado: (2015)

Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis
por: Besserve, Michel, et al.
Publicado: (2010)

Sleep: An Open-Source Python Software for Visualization, Analysis, and Staging of Sleep Data
por: Combrisson, Etienne, et al.
Publicado: (2017)

PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS
por: Konradi, Peter, et al.
Publicado: (2023)

Information-Theoretical Analysis of EEG Microstate Sequences in Python
por: von Wegner, Frederic, et al.
Publicado: (2018)

An Information Theoretic Approach to Reveal the Formation of Shared Representations
por: Eguchi, Akihiro, et al.
Publicado: (2020)

Quantifying evoked responses through information-theoretical measures
por: Fuhrer, Julian, et al.
Publicado: (2023)

Information-theoretic sensitivity analysis: a general method for credit assignment in complex networks
por: Lüdtke, Niklas, et al.
Publicado: (2007)

NUTMEG: Open Source Software for M/EEG Source Reconstruction
por: Hinkley, Leighton B. N., et al.
Publicado: (2020)

An Open-Source Label Atlas Correction Tool and Preliminary Results on Huntingtons Disease Whole-Brain MRI Atlases
por: Forbes, Jessica L., et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_d04n1f20j5kuso1kn9ulgs8kk6