Deep Cognitive Neural Network (DCNN)
dc.contributor.author | Howard, Newton | |
dc.contributor.author | Adeel, Ahsan | |
dc.contributor.author | Gogate, Mandar | |
dc.contributor.author | Hussain, Amir | |
dc.date.accessioned | 2019-07-24T08:47:06Z | |
dc.date.available | 2019-07-24T08:47:06Z | |
dc.date.issued | 2019-05-23 | |
dc.date.submitted | 2018-11-19 | |
dc.identifier.citation | Howard, N., Adeel, A., Gogate, M. and Hussain, A. (2019) Deep Cognitive Neural Network (DCNN). US Patent and Trademark Office application number US 20190156189A1. | en |
dc.identifier.uri | http://hdl.handle.net/2436/622591 | |
dc.description.abstract | Embodiments of the present systems and methods may provide a more efficient and low-powered cognitive computational platform utilizing a deep cognitive neural network (DCNN), incorporating an architecture that integrates convolutional feedforward and recurrent networks , and replaces multi - layer perceptron (MLP) based sigmoidal neural structures with a queuing theory-driven design. For example, in an embodiment, a circuit may comprise a plurality of layers of neural network circuitry, each layer comprising a plurality of neuron circuits, each neuron comprising a plurality of computational circuits, and each neuron connected to a plurality of other neurons in the same layer by synapse circuitry, wherein the plurality of layers of neural network circuitry are adapted to process symbolic and conceptual information. | en |
dc.format | application/PDF | en |
dc.language.iso | en | en |
dc.publisher | US Patent and Trademark Office | en |
dc.relation.url | http://appft.uspto.gov/netacgi/nph-Parser?Sect1=PTO2&Sect2=HITOFF&u=%2Fnetahtml%2FPTO%2Fsearch-adv.html&r=1&p=1&f=G&l=50&d=PG01&S1=%22Deep+cognitive+neural+network%22&OS=%22Deep+cognitive+neural+network%22&RS=%22Deep+cognitive+neural+network%22 | en |
dc.subject | deep neural network | en |
dc.title | Deep Cognitive Neural Network (DCNN) | en |
dc.type | Patent | en |
dc.date.updated | 2019-07-03T10:02:40Z | |
pubs.patent-status | Application | |
dc.description.country | United States | |
dc.identifier.patentnumber | US20190156189A1 | |
rioxxterms.funder | University of Wolverhampton | en |
rioxxterms.identifier.project | US20190156189A1 | |
rioxxterms.version | VoR | en |
rioxxterms.licenseref.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | en |
rioxxterms.licenseref.startdate | 2019-07-24 | en |
refterms.dateFCD | 2019-07-24T08:42:04Z | |
refterms.versionFCD | VoR | |
refterms.dateFOA | 2019-07-24T08:47:06Z |