https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/Head https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/assertion https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/provenance https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/pubinfo https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/assertion https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/assertion http://www.w3.org/2000/01/rdf-schema#label Citation from the paper linked in this assertion: <p>Abstract: "On the test data, we achieved top-1 and top-5 error rates of 37.5% and 17.0% which is considerably better than the previous state-of-the-art. The neural network, which has 60 million parameters and 650,000 neurons, consists of five convolutional layers, some of which are followed by max-pooling layers, and three fully-connected layers with a final 1000-way softmax."</p> <p>Section 3.5: "As depicted in Figure 2, the net contains eight layers with weights; the first five are convolutional and the remaining three are fully-connected. The output of the last fully-connected layer is fed to a 1000-way softmax which produces a distribution over the 1000 class labels."</p> <p>Table 2: For "1 CNN", the Top-5 (test) shows 16.4%, and for "5 CNNs", the Top-5 (test) also shows 16.4%. </p> https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/assertion http://www.w3.org/2000/01/rdf-schema#seeAlso https://proceedings.neurips.cc/paper_files/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/provenance https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://purl.org/dc/terms/created 2025-05-22T10:39:09.699Z https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://purl.org/nanopub/x/wasCreatedAt https://nanodash.knowledgepixels.com/ https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY http://www.w3.org/2000/01/rdf-schema#label Citation from the paper linked in this assertion: <p>Abstract: "On the test data, we achieved top... https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RA66vcP_zCtPYIqFaQkv-WhjYZnUiToHRG5EmbMAovZSw https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/sig http://purl.org/nanopub/x/hasPublicKey MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDWv2pJnmDsBOq8OlT1aSvYXSuWT34WOp4FYqEzdnn2F0kqzcFevBqWGZDxJWC0lqCrDEuNfp2QFyPe/+nES9dlHGYIhqPi68fwK6ZiNUotRFxXou+rjFznVvUxtCL8Ede79EBHwWN61QtwSIcU12bLoZsNPFlqQASQ93BJuKlihwIDAQAB https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/sig http://purl.org/nanopub/x/hasSignature rgw0GN+CaeyG7yL2L2NJrmzfvTQikWFKbrC9KxHe/LbPpN2gNyJDGGgnbqcA3Y6eKge3IzFSE34rzc1/nlZiwIkHjRGuBBon1VH/kKbBPGTn2Oi1A9gZ/0o9+VbLahbZLLj3c88RkoQPLjLhYJ5qslhhsBtcMXRNnzkXSyWfPi0= https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY https://w3id.org/np/RAC7iNf2wxtsJVzmNRzEPqAQsZfO0Y8rrUufR71kvWwPY/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920