Abstract

During development, neurons arrive at local brain areas in an extended period of time, but how they form local neural circuits is unknown. Here we computationally model the emergence of a network for precise timing in the premotor nucleus HVC in songbird. We show that new projection neurons, added to HVC post hatch at early stages of song development, are recruited to the end of a growing feedforward network. High spontaneous activity of the new neurons makes them the prime targets for recruitment in a self-organized process via synaptic plasticity. Once recruited, the new neurons fire readily at precise times, and they become mature. Neurons that are not recruited become silent and replaced by new immature neurons. Our model incorporates realistic HVC features such as interneurons, spatial distributions of neurons, and distributed axonal delays. The model predicts that the birth order of the projection neurons correlates with their burst timing during the song.

Highlights

  • During development, the birth order of neurons plays a critical role in constructing the brain’s large-scale structures

  • We suggest that neuron maturation dynamics is an integral part of constructing local neural circuits

  • We investigate this hypothesis through a computational model that builds on the previous models of network growth in HVC [28, 29]. Like these earlier computational models, we propose that the synaptic chain network is wired through repeated activations of a set of HVCRA neurons that act as the training neurons; spontaneous activity of the neurons; and a set of synaptic plasticity rules that shape the connectivity between HVCRA neurons

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Summary

Introduction

The birth order of neurons plays a critical role in constructing the brain’s large-scale structures. Neurons that are destined to the deep cortical layers are born earlier than those to the superficial layers [1, 2]. Early born neurons and late born neurons form distinctive parallel circuits through the hippocampal pathway [3]. Whether birth order is important in constructing microcircuits in local brain areas is unknown [4]. The premotor nucleus HVC (proper name) of the zebra finch provides an excellent opportunity to investigate this issue.

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