Advanced Frontier

Spiking Neural Network Inference

Ultra-low-power edge ML using non-von Neumann memristor computing

Watch a spiking neural network process sensory data in real time, using only microwatts of power. Neurons fire asynchronously; synapses adapt with spike-timing-dependent plasticity. The membrane potential and synaptic weights evolve live鈥攖his is neuromorphic computing in action.

Interactive Simulation

Neural Network Dynamics

0.5
Neurons Firing
0
Avg Synaptic Weight
0.50
Power Draw (碌W)
285
Spike Raster
Membrane Potential
Synaptic Plasticity (STDP)
Neural Network Architecture
馃煝 Green (#10b981): Neuron Firing | 馃數 Cyan (#38bdf8): Membrane Potential | 馃煟 Purple (#a855f7): Synaptic Weights