Brian 2, an intuitive and efficient neural simulator

scientific article published on 20 August 2019

Brian 2, an intuitive and efficient neural simulator is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.7554/ELIFE.47314
P932PMC publication ID6786860
P698PubMed publication ID31429824

P50authorMarcel StimbergQ46033665
Dan GoodmanQ63659480
Romain BretteQ41047218
P2093author name stringMarcel Stimberg
Dan Fm Goodman
P2860cites workBrian: a simulator for spiking neural networks in pythonQ21129073
NeuroML: a language for describing data driven models of neurons and networks with a high degree of biological detailQ21145335
A quantitative description of membrane current and its application to conduction and excitation in nerveQ22337072
Computational models in the age of large datasetsQ27027352
Closed Loop Interactions between Spiking Neural Network and Robotic Simulators Based on MUSIC and ROS.Q27313980
The Brian simulatorQ27500449
Run-time interoperability between neuronal network simulators based on the MUSIC frameworkQ30386206
Evolutionary algorithm optimization of biological learning parameters in a biomimetic neuroprosthesis.Q45943318
Toward standard practices for sharing computer code and programs in neuroscience.Q46320906
Signal propagation and logic gating in networks of integrate-and-fire neurons.Q47857098
A model of neuronal bursting using three coupled first order differential equations.Q47954293
Dendritic low-threshold calcium currents in thalamic relay cells.Q48455921
Code generation: a strategy for neural network simulators.Q51659187
Searching for optimal sensory signals: iterative stimulus reconstruction in closed-loop experiments.Q51995487
Network stability from activity-dependent regulation of neuronal conductances.Q52175623
SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks.Q52322416
DynaSim: A MATLAB Toolbox for Neural Modeling and Simulation.Q52337528
Frequency regulation of a slow rhythm by a fast periodic input.Q54695821
Challenges in Reproducibility, Replicability, and Comparability of Computational Models and Tools for Neuronal and Glial Networks, Cells, and Subcellular Structures.Q55003702
Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network ModelsQ56475868
SymPy: symbolic computing in PythonQ56698658
Code Generation in Computational Neuroscience: A Review of Tools and TechniquesQ59130026
Xolotl: An Intuitive and Approachable Neuron and Network Simulator for Research and TeachingQ59808715
Similar network activity from disparate circuit parametersQ64385845
Motor primitives in space and time via targeted gain modulation in cortical networks.Q64903686
Simulation of networks of spiking neurons: a review of tools and strategiesQ30485903
ANNarchy: a code generation approach to neural simulations on parallel hardwareQ30659592
The connection-set algebra--a novel formalism for the representation of connectivity structure in neuronal network modelsQ31052359
Spike timing dependent plasticity finds the start of repeating patterns in continuous spike trainsQ33312933
Sustainable computational science: the ReScience initiativeQ33322642
PyNN: A Common Interface for Neuronal Network SimulatorsQ33405758
Trends in programming languages for neuroscience simulationsQ33536431
Automatic fitting of spiking neuron models to electrophysiological recordingsQ33540202
Vectorized algorithms for spiking neural network simulationQ33843647
Impact of fast sodium channel inactivation on spike threshold dynamics and synaptic integrationQ33900820
Expanding NEURON's repertoire of mechanisms with NMODL.Q33975423
LEMS: a language for expressing complex biological models in concise and hierarchical form and its use in underpinning NeuroML 2.Q34242670
On the design of script languages for neural simulationQ34381497
Artificial brains. A million spiking-neuron integrated circuit with a scalable communication network and interfaceQ34432877
NeuroMorpho.Org: a central resource for neuronal morphologies.Q34668623
Equation-oriented specification of neural models for simulationsQ35097160
libNeuroML and PyLEMS: using Python to combine procedural and declarative modeling approaches in computational neuroscience.Q35162802
An efficient simulation environment for modeling large-scale cortical processingQ35212128
Python in neuroscienceQ35404725
GeNN: a code generation framework for accelerated brain simulations.Q35887778
Insights from models of rhythmic motor systemsQ36631119
Mapping the function of neuronal ion channels in model and experimentQ37685010
Creating, documenting and sharing network modelsQ38045007
Simulating spiking neural networks on GPU.Q38052171
Integration of Continuous-Time Dynamics in a Spiking Neural Network Simulator.Q38370411
A unified framework for spiking and gap-junction interactions in distributed neuronal network simulationsQ38386178
Model calcium sensors for network homeostasis: sensor and readout parameter analysis from a database of model neuronal networks.Q39943936
Software for Brain Network Simulations: A Comparative StudyQ41063782
Cell types, network homeostasis, and pathological compensation from a biologically plausible ion channel expression modelQ42182913
NeuroFlow: A General Purpose Spiking Neural Network Simulation Platform using Customizable ProcessorsQ42681566
A novel T-type current underlies prolonged Ca(2+)-dependent burst firing in GABAergic neurons of rat thalamic reticular nucleusQ43510089
Fully integrated silicon probes for high-density recording of neural activityQ45072447
P4510describes a project that usesNeuronQ7002467
Jupyter notebook fileQ70357595
P407language of work or nameEnglishQ1860
P577publication date2019-08-20
P1433published ineLifeQ2000008
P1476titleBrian 2, an intuitive and efficient neural simulator
P478volume8

Reverse relations

cites work (P2860)
Q108127172Accelerating with FlyBrainLab the discovery of the functional logic of the brain in the connectomic and synaptomic era
Q92668777Brian2GeNN: accelerating spiking neural network simulations with graphics hardware
Q100490806Dynamics of a neuronal pacemaker in the weakly electric fish Apteronotus
Q91923410Optimal Interplay between Synaptic Strengths and Network Structure Enhances Activity Fluctuations and Information Propagation in Hierarchical Modular Networks
Q108127121Polynomial, piecewise-Linear, Step (PLS): A Simple, Scalable, and Efficient Framework for Modeling Neurons
Q90053797Recurrent interactions in local cortical circuits
Q98725910Reduced serial dependence suggests deficits in synaptic potentiation in anti-NMDAR encephalitis and schizophrenia
Q99561528Response nonlinearities in networks of spiking neurons
Q97418246Spiking neurons with spatiotemporal dynamics and gain modulation for monolithically integrated memristive neural networks
Q90730078Theoretical relation between axon initial segment geometry and excitability

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