Multi-neuronal activity and functional connectivity in cell assemblies (original) (raw)

Maximum entropy models provide functional connectivity estimates in neural networks

Martina Lamberti

Scientific Reports

View PDFchevron_right

A Maximum Entropy Model Applied to Spatial and Temporal Correlations from Cortical Networks In Vitro

Aonan Tang

Journal of Neuroscience, 2008

View PDFchevron_right

A multi-class logistic regression algorithm to reliably infer network connectivity from cell membrane potentials

Shyam Diwakar

Frontiers in Applied Mathematics and Statistics

View PDFchevron_right

Computational approaches to neuronal network analysis

Astrid Prinz

Philosophical Transactions of the Royal Society B: Biological Sciences, 2010

View PDFchevron_right

Statistical Learning of Neuronal Functional Connectivity

David M Devilbiss

Technometrics, 2016

View PDFchevron_right

Inferring functional connections between neurons

Ian Stevenson

Current opinion in …, 2008

View PDFchevron_right

A Maximum Entropy Model Applied to Temporal Correlations in Cortical Networks

Alexander Sher

Bulletin of the American Physical Society, 2008

View PDFchevron_right

Inferring structural connectivity using Ising couplings in models of neuronal networks

Balasundaram Kadirvelu, Slawomir Nasuto

Scientific reports, 2017

View PDFchevron_right

Identification of synaptic connections in neural ensembles by graphical models

Rainer Dahlhaus

Journal of Neuroscience Methods, 1997

View PDFchevron_right

Maximum-entropy models reveal the excitatory and inhibitory correlation structures in cortical neuronal activity

Trang-Anh Nghiem

Physical Review E

View PDFchevron_right

Functional connectivity estimation over large networks at cellular resolution based on electrophysiological recordings and structural prior

Diego Sona

Frontiers in Neuroanatomy, 2014

View PDFchevron_right

Deriving physical connectivity from neuronal morphology

Gilad Silberberg

Biological Cybernetics, 2003

View PDFchevron_right

A Bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data

Joshua Vogelstein

The Annals of Applied …, 2011

View PDFchevron_right

Correlations and functional connections in a population of grid cells

Maria Mørreaunet

PLoS computational biology, 2015

View PDFchevron_right

Inference of topology and the nature of synapses, and the flow of information in neuronal networks

Paulo R Protachevicz

Physical Review E, 2018

View PDFchevron_right

Inferring Excitatory and Inhibitory Connections in Neuronal Networks

Letizia Chiodo

Entropy, 2021

View PDFchevron_right

Identification of Neurons Participating in Cell Assemblies

Christian Borgelt

2009 Ieee International Conference on Acoustics, Speech, and Signal Processing, Vols 1- 8, Proceedings, 2009

View PDFchevron_right

Inferring excitation-inhibition dynamics using a maximum entropy model unifying brain structure and function

Ira Driscoll

Network Neuroscience, 2021

View PDFchevron_right

Aggregate Input-Output Models of Neuronal Populations

Shreya Saxena

IEEE Transactions on Biomedical Engineering, 2012

View PDFchevron_right

Computational Neuroscience: Mathematical and Statistical Perspectives

Adrienne Fairhall

Annual review of statistics and its application, 2018

View PDFchevron_right

Connectivity concepts in neuronal network modeling

Mikael Djurfeldt

PLOS Computational Biology, 2021

View PDFchevron_right

The effects of neuron morphology on graph theoretic measures of network connectivity: the analysis of a two-level statistical model

Jugoslava Acimovic

Frontiers in Neuroanatomy, 2015

View PDFchevron_right

MULAN: Evaluation and ensemble statistical inference for functional connectivity

Huifang Wang

NeuroImage, 2018

View PDFchevron_right

Successful Reconstruction of a Physiological Circuit with Known Connectivity from Spiking Activity Alone

Eve Marder

PLoS Computational Biology, 2013

View PDFchevron_right

Bayesian inference of functional connectivity and network structure from spikes

Ian Stevenson

Neural Systems and …, 2009

View PDFchevron_right