Synaptic bundle theory for spike-driven sensor-motor system: More than eight independent synaptic bundles collapse reward-STDP learning

Researchers developed a spike-driven sensor-motor system that identifies critical limits for neuronal learning. The study found that learning collapses when the number of motor neurons or independent synaptic bundles exceeds certain thresholds, providing insights into biological spike-based control mechanisms.