Classifying dynamic transitions in high dimensional neural mass models: A random forest approach

Controllability Analysis of the Neural Mass Model with Dynamic Parameters

(2017) Xian Liu et al.   NEURAL COMPUTATION

Temporally correlated fluctuations drive epileptiform dynamics

(2017) Maciej Jedynak et al.   NEUROIMAGE

A new neuroinformatics approach to personalized medicine in neurology

(2016) Maria I. Falcon et al.   CURRENT OPINION IN NEUROLOGY

Specific imbalance of excitatory/inhibitory signaling establishes seizure onset pattern in temporal lobe epilepsy

(2016) Massimo Avoli et al.   JOURNAL OF NEUROPHYSIOLOGY

A Thalamocortical Neural Mass Model of the EEG during NREM Sleep and Its Response to Auditory Stimulation

(2016) Michael Schellenberger Costa et al.   PLoS Computational Biology

Estimation of brain network ictogenicity predicts outcome from epilepsy surgery

(2016) M. Goodfellow et al.   Scientific Reports

Relating Alpha Power and Phase to Population Firing and Hemodynamic Activity Using a Thalamo-cortical Neural Mass Model

(2015) Robert Becker et al.   PLoS Computational Biology

A thalamo-cortical neural mass model for the simulation of brain rhythms during sleep

(2014) F. Cona et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Investigation of glutamine and GABA levels in patients with idiopathic generalized epilepsy using MEGAPRESS

(2014) Fahmida A. Chowdhury et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

The functional anatomy of schizophrenia: A dynamic causal modeling study of predictive coding

(2014) Noa Fogelson et al.   SCHIZOPHRENIA RESEARCH

Drug treatment of epilepsy in adults

(2014) D. Schmidt et al.   BMJ-British Medical Journal

Characterization of K-Complexes and Slow Wave Activity in a Neural Mass Model

(2014) Arne Weigenand et al.   PLoS Computational Biology

The dynamic evolution of focal-onset epilepsies - combining theoretical and clinical observations

(2012) Alex Blenkinsop et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Bayesian sensitivity analysis of bifurcating nonlinear models

(2012) W. Becker et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Neural Mass Activity, Bifurcations, and Epilepsy

(2011) Jonathan Touboul et al.   NEURAL COMPUTATION

A thalamo–cortico–thalamic neural mass model to study alpha rhythms in Alzheimer’s disease

(2011) Basabdatta Sen Bhattacharya et al.   NEURAL NETWORKS

Intermittent spike–wave dynamics in a heterogeneous, spatially extended neural mass model

(2011) Marc Goodfellow et al.   NEUROIMAGE

Self-organised transients in a neural mass model of epileptogenic tissue dynamics

(2011) Marc Goodfellow et al.   NEUROIMAGE

Characterising the dynamics of EEG waveforms as the path through parameter space of a neural mass model: Application to epilepsy seizure evolution

(2011) Alejo J. Nevado-Holgado et al.   NEUROIMAGE

Molecular and Electrophysiological Characterization of GFP-Expressing CA1 Interneurons in GAD65-GFP Mice

(2011) Corette J. Wierenga et al.   PLoS One

Random Forests for Genetic Association Studies

(2011) Benjamin A Goldstein et al.   Statistical Applications in Genetics and Molecular Biology

Letter to the Editor: Stability of Random Forest importance measures

(2010) M. L. Calle et al.   BRIEFINGS IN BIOINFORMATICS

Bifurcation analysis of neural mass models: Impact of extrinsic inputs and dendritic time constants

(2010) Andreas Spiegler et al.   NEUROIMAGE

Intracellular Chloride Ions Regulate the Time Course of GABA-Mediated Inhibitory Synaptic Transmission

(2009) C. M. Houston et al.   JOURNAL OF NEUROSCIENCE

Generalized Models Reveal Stabilizing Factors in Food Webs

(2009) T. Gross et al.   SCIENCE

Bayesian Treed Gaussian Process Models With an Application to Computer Modeling

(2008) Robert B Gramacy et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Population dynamics: Variance and the sigmoid activation function

(2008) André C. Marreiros et al.   NEUROIMAGE

The Dynamic Brain: From Spiking Neurons to Neural Masses and Cortical Fields

(2008) Gustavo Deco et al.   PLoS Computational Biology

Transition to seizures in the isolated immature mouse hippocampus: a switch from dominant phasic inhibition to dominant phasic excitation

(2007) M. Derchansky et al.   JOURNAL OF PHYSIOLOGY-LONDON