Despite the widespread distribution of inhibitory synapses throughout the central nervous system, plasticity of inhibitory synapses related to associative learning has never been reported. In the cerebellum, the neural correlate of fear memory is provided by a long-term potentiation (LTP) of the excitatory synapse between the parallel fibers (PFs) and the Purkinje cell (PC). In this article, we provide evidence that inhibitory synapses in the cerebellar cortex also are affected by fear conditioning. Whole-cell patch-clamp recordings of spontaneous and miniature GABAergic events onto the PC show that the frequency but not the amplitude of these events is significantly greater up to 24 h after the conditioning. Adequate levels of excitation and inhibition are required to maintain the temporal fidelity of a neuronal network. Such fidelity can be evaluated by determining the time window for multiple input coincidence detection. We found that, after fear learning, PCs are able to integrate excitatory inputs with greater probability within short delays, but the width of the whole window is unchanged. Therefore, excitatory LTP provides a more effective detection, and inhibitory potentiation serves to maintain the time resolution of the system. cerebellum ͉ associative learning ͉ GABA inhibition ͉ Purkinje cells ͉ fear M ost investigations of long-term changes in synaptic transmission related to learning and memory processes have been carried out on excitatory synapses by using electrical stimulation to induce long-term potentiation (LTP). Several examples of behaviorally induced LTP have been described in the hippocampus (1-4), cerebellum (5), and amygdala (6, 7) after associative learning. Recently, long-term changes induced by electrical stimulation also have been observed at inhibitory synapses within several brain areas, including the cerebellum (8-10), hippocampus (11), brainstem (12), and lateral amygdala (13,14). In addition, long-lasting plasticity of inhibitory synapses has been reported in vivo that mediates desensitization of the goldfish escape response (15). Inhibitory plasticity also can be induced in the developing Xenopus retinotectal system as a result of sensory experiences such as repetitive light stimuli (16). The existence of GABAergic synaptic plasticity induced in vivo by associative learning and its physiological role remains to be elucidated.Integration of excitatory and inhibitory signals is a basic attribute of neuronal communication. A common feature of central neuronal circuits is that excitatory responses are truncated by incoming inhibition mediated by GABAergic interneurons (feed-forward inhibition, or FFI). Recent studies, both in the hippocampus and cerebellum, have shown that FFI plays a fundamental role in shaping the time window in which excitatory inputs can summate to reach the threshold for spike generation (17, 18). In fact, this time window is an indication of the temporal resolution for neuronal integration. Recently, it has been shown that the time window for multiple input c...