This #tutorial explores the oscillatory #PopulationDynamics of generalized #IntegrateAndFire (GIF) neurons simulated with #NESTSimulator. The GIF #NeuronModel is a biophysically detailed model that captures the essential features of spiking neurons, including #SpikeFrequencyAdaptation and #DynamicThreshold behavior:
🌍 https://www.fabriziomusacchio.com/blog/2024-07-14-oscillating_gif_neuron_population/
From #VanDerPolOscillator to the #FitzHughNagumoModel: Explore the dynamics of a simplified #NeuronModel used to describe #ActionsPotential in neurons.
🌍 https://www.fabriziomusacchio.com/blog/2024-04-07-fitzhugh_nagumo_model/
#CompNeuro #computationalneuroscience #computationalmodeling #PythonTutorial #PhasePlaneAnalysis
New #preprint by Aaron Spieler et al. on ELM (Expressive Leaky #Memory) neurons, a biologically inspired cortical #neuronmodel, showing promise in solving long-horizon tasks (complex computations) with remarkable efficiency.
📔 Spieler et al. (2023), "The ELM Neuron: an Efficient and Expressive Cortical Neuron Model Can Solve Long-Horizon Tasks", https://doi.org/10.48550/arXiv.2306.16922
#ComputationalNeuroscience #CompNeuro
"Human voltage-gated Na+ and K+ channel properties underlie sustained fast AP signaling"
https://www.biorxiv.org/content/10.1101/2022.11.29.518317v1
#Neuroscience #Neuro #Brain #Neurophysiology #Biophysics #Neuron #NeuronModel #Simulation #ActionPotential
