Scalability of Asynchronous Networks Is Limited by One-to-One Mapping between Effective Connectivity and Correlations

scientific article published on September 2015

Scalability of Asynchronous Networks Is Limited by One-to-One Mapping between Effective Connectivity and Correlations is …
instance of (P31):
scholarly articleQ13442814

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P818arXiv ID1411.4770
P8978DBLP publication IDjournals/ploscb/AlbadaHD15
P356DOI10.1371/JOURNAL.PCBI.1004490
P724Internet Archive IDarxiv-1411.4770
P932PMC publication ID4556689
P698PubMed publication ID26325661
P5875ResearchGate publication ID268524806

P50authorMarkus DiesmannQ41045612
Moritz HeliasQ39823106
Sacha J van AlbadaQ41044102
P2860cites workReal-time million-synapse simulation of rat barrel cortexQ21129353
Neural networks and physical systems with emergent collective computational abilitiesQ24632329
Weak pairwise correlations imply strongly correlated network states in a neural populationQ24680540
Two-Photon Functional Imaging of Neuronal ActivityQ28076322
Dynamic causal modellingQ28160135
Supercomputers ready for use as discovery machines for neuroscienceQ41556112
The correlation structure of local neuronal networks intrinsically results from recurrent dynamicsQ41876198
The cell-type specific cortical microcircuit: relating structure and activity in a full-scale spiking network modelQ41945910
A unified view on weakly correlated recurrent networksQ42684886
Neuronal density determines network connectivity and spontaneous activity in cultured hippocampusQ43016907
Mean-field modeling of the basal ganglia-thalamocortical system. I Firing rates in healthy and parkinsonian statesQ46148304
Cortical oscillations and temporal interactions in a computer simulation of piriform cortexQ46502537
Synaptic reorganization in scaled networks of controlled size.Q46852236
The role of neuronal synchronization in response selection: a biologically plausible theory of structured representations in the visual cortexQ47627929
Theory of oscillatory firing induced by spatially correlated noise and delayed inhibitory feedbackQ47854814
Dynamics of the firing probability of noisy integrate-and-fire neuronsQ47884550
Universality in neural networks: the importance of the 'mean firing rate'Q47934032
Determination of effective brain connectivity from functional connectivity with application to resting state connectivities.Q48036416
Neuronal correlates of parametric working memory in the prefrontal cortexQ48188738
Spike-timing-dependent plasticity in balanced random networksQ48196765
Chaotic balanced state in a model of cortical circuits.Q48414434
Cross-correlations in high-conductance states of a model cortical network.Q48429243
Long-term modifications in motor cortical dynamics induced by intensive practice.Q48439347
Spike synchronization and rate modulation differentially involved in motor cortical function.Q48571624
Observing and interpreting correlations in metabolomic networks.Q48594438
Natural waking and sleep states: a view from inside neocortical neurons.Q48694333
Population coding in neuronal systems with correlated noise.Q48694829
Modeling the spatial reach of the LFP.Q48792774
Mean field theory for nonequilibrium network reconstruction.Q51592266
Cell model for efficient simulation of wave propagation in human ventricular tissue under normal and pathological conditions.Q51928590
A mathematical framework for inferring connectivity in probabilistic neuronal networks.Q51929992
Effects of synaptic noise and filtering on the frequency response of spiking neurons.Q52066201
Dynamics of neuronal firing correlation: modulation of "effective connectivity".Q52533697
On the LambertW functionQ55878644
Echoes in correlated neural systemsQ57836705
Invariance of covariances arises out of noiseQ57836709
Dynamics of neuronal interactions in monkey cortex in relation to behavioural eventsQ59053827
Transformation from temporal to rate coding in a somatosensory thalamocortical pathwayQ59073177
Properties of synaptic transmission at single hippocampal synaptic boutonsQ59080676
Coupling between Neuronal Firing Rate, Gamma LFP, and BOLD fMRI Is Related to Interneuronal CorrelationsQ59755090
Concurrent partnerships and the spread of HIVQ73236642
Theory of correlations in stochastic neural networksQ78065628
Revealing network connectivity from response dynamicsQ80743798
Instantaneous correlation of excitation and inhibition during ongoing and sensory-evoked activitiesQ80981258
Activity-dependent scaling of quantal amplitude in neocortical neuronsQ28264163
Decorrelation of neural-network activity by inhibitory feedbackQ28484831
Modeling Sleep and Wakefulness in the Thalamocortical SystemQ29041233
The self-tuning neuron: synaptic scaling of excitatory synapsesQ29616059
Large-scale model of mammalian thalamocortical systemsQ30481407
Correlated neuronal discharge rate and its implications for psychophysical performance.Q33367201
PyNN: A Common Interface for Neuronal Network SimulatorsQ33405758
Systematic fluctuation expansion for neural network activity equationsQ33587731
A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systemsQ33913620
How structure determines correlations in neuronal networksQ33916652
Receptive fields and functional architecture of monkey striate cortexQ34053190
Evaluating causal relations in neural systems: granger causality, directed transfer function and statistical assessment of significanceQ34087089
Genetic network inference: from co-expression clustering to reverse engineeringQ34094471
Critical periods for experience-dependent synaptic scaling in visual cortexQ34134898
Neuronal population coding of movement directionQ34189387
Relating STDP to BCM.Q34207271
Impact of network structure and cellular response on spike time correlationsQ34211424
Functional and effective connectivity: a reviewQ34262518
Inferring social network structure in ecological systems from spatio-temporal data streamsQ34303758
Spiking network simulation code for petascale computersQ34320753
Neuronal spike trains and stochastic point processes. II. Simultaneous spike trainsQ34357031
Diversity of glutamatergic synaptic strength in lateral prefrontal versus primary visual cortices in the rhesus monkeyQ34869537
Synaptic gain control and homeostasis.Q35589893
Two-photon voltage imaging using a genetically encoded voltage indicator.Q37025583
Synaptic input correlations leading to membrane potential decorrelation of spontaneous activity in cortexQ37179752
Limits to the development of feed-forward structures in large recurrent neuronal networksQ37854457
Creating, documenting and sharing network modelsQ38045007
Saccade-related modulations of neuronal excitability support synchrony of visually elicited spikesQ38594777
A general and efficient method for incorporating precise spike times in globally time-driven simulationsQ39822985
The asynchronous state in cortical circuitsQ40257746
P275copyright licenseCreative Commons Attribution 4.0 InternationalQ20007257
P6216copyright statuscopyrightedQ50423863
P433issue9
P304page(s)e1004490
P577publication date2015-09-01
P1433published inPLOS Computational BiologyQ2635829
P1476titleScalability of Asynchronous Networks Is Limited by One-to-One Mapping between Effective Connectivity and Correlations
P478volume11

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cites work (P2860)
Q57988577A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC
Q92121577A case study in the functional consequences of scaling the sizes of realistic cortical models
Q58601368A multi-scale layer-resolved spiking network model of resting-state dynamics in macaque visual cortical areas
Q38386178A unified framework for spiking and gap-junction interactions in distributed neuronal network simulations
Q57817553Automatically Selecting a Suitable Integration Scheme for Systems of Differential Equations in Neuron Models
Q101496570Boundary solution based on rescaling method: recoup the first and second-order statistics of neuron network dynamics
Q38755355Constructing Neuronal Network Models in Massively Parallel Environments
Q37627096Event- and Time-Driven Techniques Using Parallel CPU-GPU Co-processing for Spiking Neural Networks.
Q52674870Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers.
Q36266315Fundamental Activity Constraints Lead to Specific Interpretations of the Connectome
Q60958349GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model
Q48449712Hybrid Scheme for Modeling Local Field Potentials from Point-Neuron Networks.
Q38370411Integration of Continuous-Time Dynamics in a Spiking Neural Network Simulator.
Q46035571Limits to the scalability of cortical network models.
Q101496573NetPyNE implementation and rescaling of the Potjans-Diesmanncortical microcircuit model
Q92606005Topological exploration of artificial neuronal network dynamics
Q47159873Transition to reconstructibility in weakly coupled networks.
Q59341198VIOLA-A Multi-Purpose and Web-Based Visualization Tool for Neuronal-Network Simulation Output

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