Ensemble Fractional Sensitivity: A Quantitative Approach to Neuron Selection for Decoding Motor Tasks

Figure 7

Ranking neurons based on the ensemble fractional sensitivities resulted in decoding accuracies 10%–20% greater than when randomly selecting neurons or ranking-based on firing rates alone. The vertical blue line marks the optimal number of neurons, beyond which prediction performance decreases for the sensitivity ranking-based approach.