Shuvaev, Sergey A, Başerdem, Batuhan, Zador, Anthony, Koulakov, Alexei A (November 2016) Network cloning using DNA barcodes. arXiv. (Submitted)
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Abstract
The ability to measure or manipulate network connectivity is the main challenge in the field of connectomics. Recently, a set of approaches has been developed that takes advantage of next generation DNA sequencing to scan connections between neurons into a set of DNA barcodes. Individual DNA sequences called markers represent single neurons, while pairs of markers, called barcodes contain information about connections. Here we propose a strategy for 'copying' or 'cloning' connectivity contained in barcodes into a clean slate tabula rasa network. We show that a one marker one cell (OMOC) rule, which forces all markers with the same sequence to condense into the same neuron, leads to fast and reliable formation of desired connectivity in a new network. We show that OMOC rule yields convergence in a number of steps given by a power law function of the network size. We thus propose that copying network connectivity from one network to another is theoretically possible.
| Item Type: | Paper |
|---|---|
| Subjects: | Investigative techniques and equipment > probes > DNA probes organs, tissues, organelles, cell types and functions > tissues types and functions > neural networks |
| CSHL Authors: | |
| Communities: | CSHL labs > Koulakov lab CSHL labs > Zador lab |
| SWORD Depositor: | CSHL Elements |
| Depositing User: | CSHL Elements |
| Date: | 2 November 2016 |
| Date Deposited: | 13 Oct 2023 14:08 |
| Last Modified: | 02 Jan 2024 19:53 |
| Related URLs: | |
| URI: | https://repository.cshl.edu/id/eprint/41225 |
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