coSTDP: Backpressure meets STDP

iuSTDP is designed to handle order uncertainty. However, if you update weights before being sure you’ve seen all relevant spikes for that period, late arrivals can invalidate learning. The next problem is order completeness. We avoid global barriers and heavy, Kafka-like checkpoints. Global synchronization becomes a bottleneck at scale; instead, we use local coordination. Like biological circuits,…