Identification of connectivity in neural networks (original) (raw)

Estimation of neural connections from partially observed neural spikes

Masami Tatsuno

Neural Networks, 2018

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Modeling and analysis of neural spike trains

Sage Chen

Computational intelligence and neuroscience, 2014

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Dynamics of neuronal firing correlation: modulation of "effective connectivity

Günther Palm

Journal of neurophysiology, 1989

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Guest Editorial Modeling the Connectivity of the Neural Systems

Anastasios Bezerianos

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2000

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Analyzing Functional Connectivity Using a Network Likelihood Model of Ensemble Neural Spiking Activity

Murat Okatan

Neural Computation, 2005

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The Statistics Of Spikes Trains For Some Simple Types Of Neuron Modelsy

Olivier Faugeras

2015

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An Information-Theoretic Framework to Measure the Dynamic Interaction Between Neural Spike Trains

Yuri Antonacci

IEEE Transactions on Biomedical Engineering, 2021

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A method for determining neural connectivity and inferring the underlying network dynamics using extracellular spike recordings

Fivos Panetsos

Journal of Neuroscience Methods, 2005

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Dependence of Neuronal Correlations on Filter Characteristics and Marginal Spike Train Statistics

Stefan Rotter

Neural Computation, 2008

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A stochastic model for interconnected neurons

Jean-Pierre Rospars

1997

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Serial correlation in neural spike trains: Experimental evidence, stochastic modeling, and single neuron variability

Martin Nawrot

Physical Review E, 2009

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Spike generation estimated from stationary spike trains in a variety of neurons in vivo

Fredrik Bengtsson

Frontiers in Cellular Neuroscience, 2014

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Model-based detection of putative synaptic connections from spike recordings with latency and type constraints

Hadi Hafizi

2020

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Serial correlation in neural spike trains: experimental evidence, point process modelling and single neuron variability

Martin Nawrot

Frontiers in Computational Neuroscience, 2008

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On the similarity of functional connectivity between neurons estimated across timescales

Ian Stevenson

PloS one, 2010

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Noisy spiking neurons and networks: useful approximations for firing probabilities and global behavior

Roger Rodriguez

Biosystems, 1998

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

Eve Marder

PLoS Computational Biology, 2013

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Unbiased estimation of precise temporal correlations between spike trains

Eran Stark

Journal of Neuroscience Methods, 2009

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Probabilistic spiking neuronal nets - Neuromathematics for the computer era

Antonio Galves

2021

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The statistics of spikes trains for some simple types of neuron models

Theodore Papadopoulo

2007

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Learning Exact Patterns of Quasi-synchronization among Spiking Neurons from Data on Multi-unit Recordings

laura martignon

Neural Information Processing Systems, 1996

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Connectivity, excitability and activity patterns in neuronal networks

Joost le feber

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Neuronal Spike Train Analysis in Likelihood Space

Hamid Soltanian-Zadeh

PLoS ONE, 2011

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Signal Processing for Neural Spike Trains

Karim Oweiss

Computational Intelligence and Neuroscience, 2010

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Analysis of Neuronal Spike Trains, Deconstructed

Adrienne Fairhall

Neuron, 2016

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Functional connectivity dynamics among cortical neurons: a dependence analysis

Jose Principe

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society, 2012

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Correlations in spiking neuronal networks with distance dependent connections

Stefan Rotter

Journal of Computational Neuroscience, 2009

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Statistical Inference for Assessing Functional Connectivity of Neuronal Ensembles With Sparse Spiking Data

David Putrino

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2000

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Correlation between neural spike trains increases with firing rate

alex reyes

Nature, 2007

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Partial correlation analysis for the identification of synaptic connections

Rainer Dahlhaus

Biological Cybernetics, 2003

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Inferring functional connections between neurons

Konrad Koerding

Current opinion in neurobiology, 2008

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