NeuroGPU: Accelerating multi-compartment, biophysically detailed neuron simulations on GPUs

Keyphrases

• Neuron Model 100%
• Neuron Simulation 100%
• Graphics Processing Unit 100%
• Multi-compartment 100%
• Order of Magnitude 66%
• Membrane Potential 66%
• Numerical Optimization 66%
• Behavioral Model 33%
• Parameter Space 33%
• Detailed Simulation 33%
• Prediction Accuracy 33%
• Model Fitting 33%
• Simulation Environment 33%
• Detailed Model 33%
• Highly Accurate 33%
• Parallelizing 33%
• Quality Model 33%
• Computing Time 33%
• Biophysical Processes 33%
• Spatiotemporal Scales 33%
• Simulation Runs 33%
• Computing Systems 33%
• Large Parameter 33%
• Result Comparison 33%
• Multiple GPUs 33%
• Central Processing Unit 33%
• Core Simulator 33%
• Model Parameter Tuning 33%
• Parameter Space Exploration 33%
• Rapid Simulation 33%

Computer Science

• Graphics Processing Unit 100%
• Speed-up 33%
• Individual Neuron 33%
• quality model 33%
• Comparison Result 33%
• Central Processing Unit 33%
• Compute Resource 33%
• Operating Process 33%
• Simulation Environment 33%
• Parameter Space 33%
• Behavior Model 33%
• Scale Parameter 33%

Engineering

• Graphics Processing Unit 100%
• Numerical Optimization 40%
• Model Parameter 20%
• Computing Time 20%
• Accurate Prediction 20%
• Multiscale 20%
• Simulators 20%
• Detailed Model 20%
• Fit Model 20%
• Marginals 20%
• Scale Parameter 20%
• Parameter Space 20%
• Simulation Environment 20%
• Central Processing Unit 20%