Use of the 'Perceptron' algorithm to distinguish translational initiation sites in E. coli. Export

@article{citeulike:882809, abstract = {We have used a "Perceptron" algorithm to find a weighting function which distinguishes E. coli translational initiation sites from all other sites in a library of over 78,000 nucleotides of mRNA sequence. The "Perceptron" examined sequences as linear representations. The "Perceptron" is more successful at finding gene beginnings than our previous searches using "rules" (see previous paper). We note that the weighting function can find translational initiation sites within sequences that were not included in the training set.}, author = {Stormo, G. D. and Schneider, T. D. and Gold, L. and Ehrenfeucht, A.}, citeulike-article-id = {882809}, citeulike-linkout-0 = {http://view.ncbi.nlm.nih.gov/pubmed/7048259}, citeulike-linkout-1 = {http://www.hubmed.org/display.cgi?uids=7048259}, day = {11}, issn = {0305-1048}, journal = {Nucleic acids research}, keywords = {initiation, matrix, position, pwm, site, translation, weight}, month = {May}, number = {9}, pages = {2997--3011}, posted-at = {2009-10-28 16:17:32}, priority = {2}, title = {Use of the 'Perceptron' algorithm to distinguish translational initiation sites in E. coli.}, url = {http://view.ncbi.nlm.nih.gov/pubmed/7048259}, volume = {10}, year = {1982} }

TY - JOUR ID - citeulike:882809 L3 - citeulike-article-id:882809 N2 - We have used a "Perceptron" algorithm to find a weighting function which distinguishes E. coli translational initiation sites from all other sites in a library of over 78,000 nucleotides of mRNA sequence. The "Perceptron" examined sequences as linear representations. The "Perceptron" is more successful at finding gene beginnings than our previous searches using "rules" (see previous paper). We note that the weighting function can find translational initiation sites within sequences that were not included in the training set. IS - 9 JF - Nucleic acids research SN - 0305-1048 EP - 3011 TI - Use of the 'Perceptron' algorithm to distinguish translational initiation sites in E. coli. VL - 10 SP - 2997 KW - initiation KW - matrix KW - position KW - pwm KW - site KW - translation KW - weight AU - Stormo, GD AU - Schneider, TD AU - Gold, L AU - Ehrenfeucht, A PY - 1982/05/11/ UR - http://view.ncbi.nlm.nih.gov/pubmed/7048259 ER -