Home▸AI & Machine Learning▸Neural Impulse Simulation (2D)

Neural Impulse Simulation (2D)

2D spiking-neuron lab: real leaky integrate-and-fire neurons, Poisson input stimulation, refractory periods and synaptic weights — watch impulses race across a five-layer network you control.

AI & Machine Learning2DModerate60 FPS📱 Mobile-adapted⇄ 3D version
2d-neural-impulse-simulation ↗ Open standalone

This 2D companion replaces the original's decorative pulsing dots with a genuine leaky integrate-and-fire spiking network: each of the five layers holds real neurons whose membrane potential leaks exponentially toward rest and jumps on every arriving synaptic impulse, a literal Poisson process drives the input layer at the rate you set, and firing, refractory locking and conduction delay all follow the same equations neuroscience textbooks use for LIF models — so raising the threshold or dropping the synaptic weight visibly changes whether a spike train actually propagates end to end.

⚙ Under the hood

2D spiking-neuron lab with leaky integrate-and-fire neurons, Poisson input stimulation, refractory periods and synaptic weights across a five-layer network.

spiking neural networkintegrate-and-firemembrane potentialrefractory periodsynaptic weightpoisson process

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

What did you find?

Add reproduction steps (optional)