Triple whole-cell recordings from simple networks of cultured hippocampal neurons show that induction of long-term depression at glutamatergic synapses is accompanied by a back propagation of depression to input synapses on the dendrite of the presynaptic neuron. The depression also propagates laterally to divergent outputs of the presynaptic neuron and to convergent inputs on the postsynaptic neuron. There is no forward propagation of depression to the output of the postsynaptic neuron and no presynaptic propagation accompanying long-term depression at GABAergic synapses. Activity-induced synaptic modification is therefore not restricted to the activated synapse, but selectively propagates throughout the neural network.The development and plasticity of the nervous system involve activity-dependent modification of synaptic connections 1-3 . Longterm potentiation (LTP) and long-term depression (LTD) of central synapses induced by repetitive activity in various regions of the brain have been implicated as the cellular mechanisms that underlie learning and memory [4][5][6][7] . These modifications are known to be input-specific, so only activated pathways are affected. But within the vicinity of activated pathways, other non-activated synapses also become modified, leading to more distributed synaptic modifications within a neural network. For example, LTP generated at one synaptic input to a CA1 hippocampal neuron was found to spread to adjacent synapses on the same or on a different postsynaptic neuron [8][9][10][11] and to result in LTD in more distant neurons 12,13 . Such spread of synaptic modification appears to depend on membranepermeable or secreted factors released by the activated synapse, and the extent of influence on other synapses depends on their physical proximity. On the other hand, the spread of synaptic modification can also be mediated by signalling within the neuron. On the postsynaptic side, LTP at one synaptic input can result in heterosynaptic modification of other convergent inputs [14][15][16][17][18][19] . On the presynaptic side, changes may spread through the cytoplasm to other divergent outputs. In Xenopus nerve-muscle cultures, LTD induced at one neuromuscular synapse can propagate to other synapses made by the same neuron onto other myocytes, apparently by signalling within the neuronal cytoplasm 20 . A similar presynaptic cytoplasmic mechanism may also account for the spread of shortterm depression of inhibitory synapses observed in cerebellar slices 21 .Here we find that induction of LTD at glutamatergic synapses within small networks of cultured hippocampal neurons is accompanied by a retrograde spread of depression to synapses on the dendrites of the presynaptic neurons (back propagation). The depression also spreads laterally to synapses made by divergent outputs of the presynaptic neuron (presynaptic lateral propagation) or to convergent inputs on the postsynaptic neurons (postsynaptic lateral propagation). In contrast, there was no forward propagation of depression to output s...