Inhibitory Input - In biological neurons this is a synapse that, when stimulated by an input signal, tends to reduce the likelihood that the neuron will fire. In artificial neurons, input signals connected to an inhibitory synapse will tend to reduce the output value produced by the neuron. Such inhibitory behavior is usually accomplished in artificial neurons by modulating the input signal by a negative connection weight value.