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Mean-field modeling of the basal ganglia-thalamocortical system. I Firing rates in healthy and parkinsonian states.
Parkinsonism leads to various electrophysiological changes in the basal ganglia-thalamocortical system (BGTCS), often including elevated discharge rates of the subthalamic nucleus (STN) and theExpand
Age trends and sex differences of alpha rhythms including split alpha peaks
OBJECTIVE To investigate age trends, sex differences, and splitting of alpha peaks of the EEG spectrum in the healthy population. METHODS An automated multi-site algorithm was used to parametrizeExpand
Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model
TLDR
The digital neuromorphic hardware SpiNNaker has been developed with the aim of enabling large-scale neural network simulations in real time and with low power consumption. Expand
Multi-scale account of the network structure of macaque visual cortex
TLDR
Cortical network structure has been extensively characterized at the level of local circuits and in terms of long-range connectivity, but seldom in a manner that integrates both of these scales. Expand
Mean-field modeling of the basal ganglia-thalamocortical system. II Dynamics of parkinsonian oscillations.
Neuronal correlates of Parkinson's disease (PD) include a shift to lower frequencies in the electroencephalogram (EEG) and enhanced synchronized oscillations at 3-7 and 7-30 Hz in the basal ganglia,Expand
VisNEST — Interactive analysis of neural activity data
TLDR
The aim of computational neuroscience is to gain insight into the dynamics and functionality of the nervous system by means of modeling and simulation. Expand
Scalability of Asynchronous Networks Is Limited by One-to-One Mapping between Effective Connectivity and Correlations
TLDR
Network models are routinely downscaled compared to nature in terms of numbers of nodes or edges because a lack of computational resources, often without explicit mention of the limitations this entails. Expand
NEST 2.8.0
Transformation of arbitrary distributions to the normal distribution with application to EEG test–retest reliability
Many variables in the social, physical, and biosciences, including neuroscience, are non-normally distributed. To improve the statistical properties of such data, or to allow parametric testing,Expand
A multi-scale layer-resolved spiking network model of resting-state dynamics in macaque visual cortical areas
TLDR
We present the first full-density multi-area spiking network model of cortex, using macaque visual cortex as a test system. Expand
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