One NeuroBytes rod photoreceptor is connected from the dark output through an excitatory neurotransmitter cable to a short interneuron dendrite. In the dark, the interneuron fires regular action potentials. As the flashlight beam sweeps across the rod photoreceptor light detector, the action potentials slow and then stop. This happens because the dark output is inactive in the light. Real rod photoreceptors work in a similar way, releasing neurotransmitters in the dark, and reducing their release in the light.
Disinhibition circuits are thought to be important for learning and memory, amongst other neurological functions. You can model this phenomenon in several way using NeuroBytes, including the circuit in the video below. The irregular interneuron firing is determined by the interplay of excitation and inhibition from the two tonically active neurons (TANs). If the TAN on the left is inhibited by a sensory neuron (pressure sensory neuron in this example), the interneuron becomes disinhibited and begins to fire in time with the right TAN.
Neurons are though to encode memories by changing the strength of synapses. Very generally, the more a presynaptic neuron signals a postsynaptic neuron, the more likely that postsynaptic neuron is to fire an action potential in response to future signaling. NeuroBytes interneurons incorporate this kind of synaptic potential to encode memories. When in memory mode, high frequency input signals increase interneuron synaptic strength, and make the neuron more likely to fire an action potential in response to future inputs. This is indicated by a magenta LED that increases in brightness to indicate the level of potentiation.