π§ Reservoir Computing Network
Experience how networks compute like liquid brains! Learn Echo State Networks, Liquid State Machines, and emergent computation. Perfect for beginners - no AI experience needed! Master brain-inspired computing in just 3 minutes.
π€ What Is Reservoir Computing?
Think of ripples in a pond that naturally compute β drop a pebble and the expanding waves encode and mix signals through the water's own physics. Reservoir computing harnesses these dynamics in recurrent networks to process temporal data.
Why does this matter? Reservoir computing trains only the output layer, making it 100β1000x faster to train than deep learning for time-series tasks. Physical reservoirs using water, light, or even a bucket of crabs have been demonstrated. In this simulator, feed signals into a dynamic reservoir and watch chaotic dynamics transform into accurate predictions.