Statistical Analysis of Pairwise Connectivity

[1]  Georg Krempl,et al.  ACE: A Novel Approach for the Statistical Analysis of Pairwise Connectivity , 2021, ArXiv.

[2]  Junichiro Yoshimoto,et al.  Connectivity inference from neural recording data: Challenges, mathematical bases and research directions , 2017, Neural Networks.

[3]  Isabelle Guyon,et al.  Neural Connectomics Challenge , 2017 .

[4]  Lukasz Romaszko,et al.  Signal Correlation Prediction Using Convolutional Neural Networks , 2015, Neural Connectomics.

[5]  George Mohler,et al.  Learning convolution filters for inverse covariance estimation of neural network connectivity , 2014, NIPS.

[6]  David M. W. Powers,et al.  Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation , 2011, ArXiv.

[7]  John M. Beggs,et al.  Extending Transfer Entropy Improves Identification of Effective Connectivity in a Spiking Cortical Network Model , 2011, PloS one.

[8]  Jonathan W. Pillow,et al.  Time-rescaling methods for the estimation and assessment of non-Poisson neural encoding models , 2009, NIPS.

[9]  A. Seth,et al.  Granger causality and transfer entropy are equivalent for Gaussian variables. , 2009, Physical review letters.

[10]  Sergio Martinoia,et al.  Evaluation of the Performance of Information Theory-Based Methods and Cross-Correlation to Estimate the Functional Connectivity in Cortical Networks , 2009, PloS one.

[11]  M. Ding,et al.  Causal Measures of Structure and Plasticity in Simulated and Living Neural Networks , 2008, PloS one.

[12]  Eugene M. Izhikevich,et al.  Polychronization: Computation with Spikes , 2006, Neural Computation.

[13]  Rajeev Motwani,et al.  Maintaining variance and k-medians over data stream windows , 2003, PODS.

[14]  G. P. Moore,et al.  Neuronal spike trains and stochastic point processes. II. Simultaneous spike trains. , 1967, Biophysical journal.

[15]  Asohan Amarasingham,et al.  Statistical Identification of Synchronous Spiking , 2013 .

[16]  Asohan Amarasingham,et al.  Statistical Identification of Synchronous Spiking , 2012 .