Experiment Constructor
5 learning protocols from DishBrain, Brainoware, UCSC, and FinalSpark · Generate data first
Center of Activity
FinalSpark — Shift the center of neural activity by stimulating distant electrodes. The CA fo...
Shift the center of neural activity by stimulating distant electrodes. The CA formula C = Σ(Fk × Pos) / Σ(Fk) tracks where activity concentrates on the MEA.
Compute CA → find farthest electrode → stimulate → observe CA shift toward stimulus
DishBrain Pong
Cortical Labs — Simulate DishBrain-style Pong (Kagan et al. 2022). Hits produce structured stimu...
Simulate DishBrain-style Pong (Kagan et al. 2022). Hits produce structured stimulation, misses produce random noise. Network learns to reduce unpredictability.
Ball position → electrode stimulation. Neural response → paddle movement. Hit = reward. Miss = punishment.
Brainoware Reservoir
Indiana University — Use the organoid as a biological reservoir computer. Input signals pass through ...
Use the organoid as a biological reservoir computer. Input signals pass through the living neural network, and a trained readout layer classifies the transformed output.
Input patterns → organoid reservoir → record response → linear readout → classify
Cart-Pole Coaching
UCSC — Balance a virtual inverted pendulum. The organoid receives state information and...
Balance a virtual inverted pendulum. The organoid receives state information and its activity controls the cart. Active coaching reinforces successful neurons.
State (angle, velocity) → stimulation. Activity → action. Coach: reinforce neurons active during balance.
Dopamine Reinforcement
FinalSpark UV — Chemical reward via UV-activated dopamine. When the organoid produces a target p...
Chemical reward via UV-activated dopamine. When the organoid produces a target pattern, UV light releases dopamine — reinforcing the successful neural pathway.
Activity → check pattern match → if correct: UV pulse → dopamine release → reinforcement
Generate or load data first to run simulations. Click 30s or FinalSpark in the header.