?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Notes+on+Convolutional+Neural+Networks&rft.creator=Bouvrie%2C+Jake&rft.subject=Neural+Nets&rft.description=We+discuss+the+derivation+and+implementation+of+convolutional+neural+networks%2C+followed+by+an+extension+which+allows+one+to+learn+sparse+combinations+of+feature+maps.+The+derivation+we+present+is+specific+to+two-dimensional+data+and+convolutions%2C+but+can+be+extended+without+much+additional+effort+to+an+arbitrary+number+of+dimensions.+Throughout+the+discussion%2C+we+emphasize%0D%0Aefficiency+of+the+implementation%2C+and+give+small+snippets+of+MATLAB+code+to+accompany+the+equations.&rft.date=2006-11-22&rft.type=Other&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F5869%2F1%2Fcnn_tutorial.pdf&rft.identifier=++Bouvrie%2C+Jake++(2006)+Notes+on+Convolutional+Neural+Networks.+++++(Unpublished)++&rft.relation=http%3A%2F%2Fcogprints.org%2F5869%2F