?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Backpropagation+Artificial+Neural+Network+To+Detect+Hyperthermic+Seizures+In+Rats&rft.creator=Sinha%2C+Mr+Rakesh+Kumar&rft.subject=Online+Journal+of+Health+and+Allied+Sciences&rft.description=A+three-layered+feed-forward+back-propagation+Artificial+Neural+Network+was+used+to+classify+the+seizure+episodes+in+rats.+Seizure+patterns+were+induced+by+subjecting+anesthetized+rats+to+a+Biological+Oxygen+Demand+incubator+at+45-47%C2%BAC+for+30+to+60+minutes.+Selected+fast+Fourier+transform+data+of+one+second+epochs+of+electroencephalogram+were+used+to+train+and+test+the+network+for+the+classification+of+seizure+and+normal+patterns.+The+results+indicate+that+the+present+network+with+the+architecture+of+40-12-1+(input-hidden-output+nodes)+agrees+with+manual+scoring+of+seizure+and+normal+patterns+with+a+high+recognition+rate+of+98.6%25.&rft.publisher=Kakkilaya+BS&rft.contributor=Kakkilaya+Bevinje%2C+Dr+Srinivas&rft.date=2002-12&rft.type=Journal+(On-line%2FUnpaginated)&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F3226%2F1%2F2002-4-1.pdf&rft.identifier=++Sinha%2C+Mr+Rakesh+Kumar++(2002)+Backpropagation+Artificial+Neural+Network+To+Detect+Hyperthermic+Seizures+In+Rats.++%5BJournal+(On-line%2FUnpaginated)%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F3226%2F