Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
New insights into the classification and nomenclature of cortical GABAergic interneurons
Year:2013
Research Areas
  • Artificial intelligence
Information
Abstract
A systematic classification and accepted nomenclature of neuron types is much needed but is currently lacking. This article describes a possible taxonomical solution for classifying GABAergic interneurons of the cerebral cortex based on a novel, web-based interactive system that allows experts to classify neurons with pre-determined criteria. Using Bayesian analysis and clustering algorithms on the resulting data, we investigated the suitability of several anatomical terms and neuron names for cortical GABAergic interneurons. Moreover, we show that supervised classification models could automatically categorize interneurons in agreement with experts' assignments. These results demonstrate a practical and objective approach to the naming, characterization and classification of neurons based on community consensus.
International
Si
JCR
Si
Title
NATURE REVIEWS NEUROSCIENCE
ISBN
1471-003X
Impact factor JCR
30,445
Impact info
Volume
14
10.1038/nrn3444
Journal number
3
From page
202
To page
216
Month
SIN MES
Ranking
0
Participants
  • Autor: Javier De Felipe Oroquieta (UPM)
  • Autor: Pedro Luis Lopez Cruz (UPM)
  • Autor: Ruth Benavides Piccione (UPM)
  • Autor: Maria Concepcion Bielza Lozoya (UPM)
  • Autor: Pedro Maria Larrañaga Mugica (UPM)
  • Autor: stewart anderson
  • Autor: andreas burkhalter
  • Autor: bruno cauli
  • Autor: alfonso fairen
  • Autor: dirk feldmeyer
  • Autor: gord fishell
  • Autor: david fitzpatrick
  • Autor: tamas f. freund
  • Autor: guillermo gonzalez-burgos
  • Autor: shaul hestrin
  • Autor: sean hill
  • Autor: patrick r. hof
  • Autor: josh huang
  • Autor: yasuo kawaguchi
  • Autor: zoltan kisvarday
  • Autor: yoshiyuki kubota
  • Autor: david a. lewis
  • Autor: oscar marin
  • Autor: henry markram
  • Autor: chris j. mcbain
  • Autor: hanno s. meyer
  • Autor: hannah monyer
  • Autor: sacha b. nelson
  • Autor: kathleen rockland
  • Autor: jean rossier
  • Autor: john l. r. rubenstein
  • Autor: bernardo rudy
  • Autor: massimo scanziani
  • Autor: gordon m. shepherd
  • Autor: chet c. sherwood
  • Autor: jochen f. staiger
  • Autor: gabor tamas
  • Autor: alex thomson
  • Autor: yun wang
  • Autor: rafael yuste
  • Autor: giorgio a. ascoli
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: COMPUTATIONAL INTELLIGENCE GROUP
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
  • Departamento: Inteligencia Artificial
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)