James Appenzeller

Hardware-validated quantum positive–negative neuron architecture for multi-channel EEG analysis

The gap between quantum and classical performance indicates that mapping EEG features to circuit parameters, not the A-Gate architecture itself, limits classification, which is distinct from the architecture’s O(M) logical complexity.