Fig. 3. The four compass activation functions used. From the bottom: cosine, positive cosine, piecewise linear approximation of cosine, head direction cell. Plot of sensor output (y-axis) against _A–a (x-axis), where _A is the agent's current orientation and a is the sensor's preferred direction.