| Autor: |
Breffle J; Neuroscience Program, Brandeis University, 415 South St., Waltham, MA 02454., Germaine H; Neuroscience Program, Brandeis University, 415 South St., Waltham, MA 02454., Shin JD; Neuroscience Program, Brandeis University, 415 South St., Waltham, MA 02454.; Volen National Center for Complex Systems, Brandeis University, 415 South St., Waltham, MA 02454.; Department of Psychology, Brandeis University, 415 South St., Waltham, MA 02454., Jadhav SP; Neuroscience Program, Brandeis University, 415 South St., Waltham, MA 02454.; Volen National Center for Complex Systems, Brandeis University, 415 South St., Waltham, MA 02454.; Department of Psychology, Brandeis University, 415 South St., Waltham, MA 02454., Miller P; Neuroscience Program, Brandeis University, 415 South St., Waltham, MA 02454.; Volen National Center for Complex Systems, Brandeis University, 415 South St., Waltham, MA 02454.; Department of Biology, Brandeis University, 415 South St., Waltham, MA 02454. |
| Abstrakt: |
During both sleep and awake immobility, hippocampal place cells reactivate time-compressed versions of sequences representing recently experienced trajectories in a phenomenon known as replay. Intriguingly, spontaneous sequences can also correspond to forthcoming trajectories in novel environments experienced later, in a phenomenon known as preplay. Here, we present a model showing that sequences of spikes correlated with the place fields underlying spatial trajectories in both previously experienced and future novel environments can arise spontaneously in neural circuits with random, clustered connectivity rather than pre-configured spatial maps. Moreover, the realistic place fields themselves arise in the circuit from minimal, landmark-based inputs. We find that preplay quality depends on the network's balance of cluster isolation and overlap, with optimal preplay occurring in small-world regimes of high clustering yet short path lengths. We validate the results of our model by applying the same place field and preplay analyses to previously published rat hippocampal place cell data. Our results show that clustered recurrent connectivity can generate spontaneous preplay and immediate replay of novel environments. These findings support a framework whereby novel sensory experiences become associated with preexisting "pluripotent" internal neural activity patterns. |
