A Mechanism for Synaptic Copy Between Neural Circuits

Neural Comput. 2019 Oct;31(10):1964-1984. doi: 10.1162/neco_a_01221. Epub 2019 Aug 8.

Abstract

Cortical oscillations are central to information transfer in neural systems. Significant evidence supports the idea that coincident spike input can allow the neural threshold to be overcome and spikes to be propagated downstream in a circuit. Thus, an observation of oscillations in neural circuits would be an indication that repeated synchronous spiking may be enabling information transfer. However, for memory transfer, in which synaptic weights must be being transferred from one neural circuit (region) to another, what is the mechanism? Here, we present a synaptic transfer mechanism whose structure provides some understanding of the phenomena that have been implicated in memory transfer, including nested oscillations at various frequencies. The circuit is based on the principle of pulse-gated, graded information transfer between neural populations.

Publication types

  • Letter
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Brain / physiology*
  • Humans
  • Memory Consolidation / physiology*
  • Models, Neurological*
  • Models, Theoretical*
  • Nerve Net / physiology
  • Neural Networks, Computer*
  • Synapses / physiology*