Neural Population Coding

N neurons with Gaussian tuning curves cover stimulus space (orientation/direction). Population vector decoding reads out stimulus from noisy neural responses. Fisher information quantifies coding precision.
Neurons: 12
Tuning width σ: 40°
Noise: 0.20
Stimulus: 90°
True θ: 90°
Decoded θ: °
Error: °
Fisher Info: