Memories are believed to be encoded by changes in the synaptic connections between neurons. Although many forms of synaptic plasticity have been identified, it remains unknown how such changes affect local circuits. Feedforward inhibitory networks are a common type of local circuitry and occur when principal neurons and their afferent inhibitory interneurons receive the same input. Using slices of cerebellar cortex, we explored how synaptic plasticity at multiple sites within a feedforward inhibitory network consisting of parallel fibers, interneurons, and Purkinje neurons alters the output of this circuit. We found that stimuli resembling baseline activity potentiated feedforward excitatory and simultaneously depressed feedforward inhibitory pathways. In contrast, stimuli resembling sensory-evoked patterns of firing potentiated both types of feedforward connections. These distinct forms of ensemble plasticity change the way Purkinje neurons subsequently respond to inputs. Such concerted changes in the circuitry of cerebellar cortex may contribute to certain forms of sensorimotor learning.earning and memory in mammalian brains is widely believed to be anchored in long-lasting changes in the strength of synaptic connections between neurons. Despite the identification of dozens of forms of synaptic plasticity, it remains unknown how these phenomena change the response properties of local circuits. We set out to explore how use-dependent changes in synaptic strength within a feedforward circuit affect the transformation from input to output.Feedforward inhibition is a common configuration for local circuitry incident on principal neurons. In such circuits, a common excitatory pathway synapses on both principal neurons and their afferent inhibitory interneurons (IN). This situation occurs in the cerebral (1) and cerebellar cortices (2), hippocampus (3), thalamus (4), and other brain areas (5, 6). In the cerebellar cortex, granule cell axons bifurcate in the molecular layer to form parallel fibers (PFs). These excitatory inputs synapse on Purkinje (Pkj) neurons and their afferent molecular layer interneurons (Fig. 1A).Within this simple cerebellar circuit, different forms of synaptic plasticity have been described at various synapses. We explored how multiple types of synaptic plasticity occurring at the same time, hereafter called ''simultaneous plasticity,'' leads to differential changes in the input-output relationship of the feedforward inhibitory circuit in response to realistic conditioning activity. Because Pkjs fire spontaneously (7,8), spike outputs in response to inputs are superimposed on a high rate of background activity. This mechanism enables the circuit to reflect changes in inhibition as well as excitation (9). We show that patterns of conditioning activity that resemble baseline firing cause potentiation of direct PF input to Pkjs and depression of PF input to INs, resulting in a potentiation of spike output. In contrast, patterns of conditioning activity that resemble responses to sensory stimuli p...