Effect of noise in intelligent cellular decision making.
Similar to intelligent multicellular neural networks controlling human brains, even single cells, surprisingly, are able to make intelligent decisions to classify several external stimuli or to associate them. This happens because of the fact that gene regulatory networks can perform as perceptrons,...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2015-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC4429125?pdf=render |
| _version_ | 1819065271759929344 |
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| author | Russell Bates Oleg Blyuss Ahmed Alsaedi Alexey Zaikin |
| author_facet | Russell Bates Oleg Blyuss Ahmed Alsaedi Alexey Zaikin |
| author_sort | Russell Bates |
| collection | DOAJ |
| description | Similar to intelligent multicellular neural networks controlling human brains, even single cells, surprisingly, are able to make intelligent decisions to classify several external stimuli or to associate them. This happens because of the fact that gene regulatory networks can perform as perceptrons, simple intelligent schemes known from studies on Artificial Intelligence. We study the role of genetic noise in intelligent decision making at the genetic level and show that noise can play a constructive role helping cells to make a proper decision. We show this using the example of a simple genetic classifier able to classify two external stimuli. |
| first_indexed | 2024-12-21T15:43:49Z |
| format | Article |
| id | doaj.art-5643737d4ed649128c5bee35bfd2a1b9 |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-21T15:43:49Z |
| publishDate | 2015-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-5643737d4ed649128c5bee35bfd2a1b92022-12-21T18:58:25ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01105e012507910.1371/journal.pone.0125079Effect of noise in intelligent cellular decision making.Russell BatesOleg BlyussAhmed AlsaediAlexey ZaikinSimilar to intelligent multicellular neural networks controlling human brains, even single cells, surprisingly, are able to make intelligent decisions to classify several external stimuli or to associate them. This happens because of the fact that gene regulatory networks can perform as perceptrons, simple intelligent schemes known from studies on Artificial Intelligence. We study the role of genetic noise in intelligent decision making at the genetic level and show that noise can play a constructive role helping cells to make a proper decision. We show this using the example of a simple genetic classifier able to classify two external stimuli.http://europepmc.org/articles/PMC4429125?pdf=render |
| spellingShingle | Russell Bates Oleg Blyuss Ahmed Alsaedi Alexey Zaikin Effect of noise in intelligent cellular decision making. PLoS ONE |
| title | Effect of noise in intelligent cellular decision making. |
| title_full | Effect of noise in intelligent cellular decision making. |
| title_fullStr | Effect of noise in intelligent cellular decision making. |
| title_full_unstemmed | Effect of noise in intelligent cellular decision making. |
| title_short | Effect of noise in intelligent cellular decision making. |
| title_sort | effect of noise in intelligent cellular decision making |
| url | http://europepmc.org/articles/PMC4429125?pdf=render |
| work_keys_str_mv | AT russellbates effectofnoiseinintelligentcellulardecisionmaking AT olegblyuss effectofnoiseinintelligentcellulardecisionmaking AT ahmedalsaedi effectofnoiseinintelligentcellulardecisionmaking AT alexeyzaikin effectofnoiseinintelligentcellulardecisionmaking |