Granular neural network architecture search over low-level primitives
US-2024428071-A1 · Dec 26, 2024 · US
US10445643B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10445643-B2 |
| Application number | US-201816052207-A |
| Country | US |
| Kind code | B2 |
| Filing date | Aug 1, 2018 |
| Priority date | Feb 3, 2017 |
| Publication date | Oct 15, 2019 |
| Grant date | Oct 15, 2019 |
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In one aspect, the inventions include a system for control of an entertainment state system. First, an application plane layer is adapted to receive instructions regarding operation of the entertainment state system. Preferably, the application plane layer is coupled to an application plane layer interface. Second, a control plane layer includes an adaptive control unit, such as a cognitive computing unit, an artificial intelligence unit or a machine-learning unit. Third, a data plane layer includes an input interface to receive data input from one or more data sources.
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What is claimed: 1. A system for control of an entertainment state system, comprising: an application plane layer, the application layer adapted to receive instructions regarding operation of the entertainment state system, the application plane layer coupled to an application plane layer interface, a control plane layer, the control plane layer including an adaptive control unit including a cognitive computing unit, the control plane layer interfacing with the application plane layer interface to receive information related to the instructions regarding operation of the entertainment state system, the control plane coupled to a control plane layer interface, and a data plane layer, the data plane layer including an input interface to receive data input from one or more data sources, the data plane layer being coupled to the control plane layer interface. 2. The system for control of an entertainment state system of claim 1 wherein the control plane layer includes an artificial intelligence unit. 3. The system for control of an entertainment state system of claim 1 wherein the control plane layer includes a machine-learning unit. 4. The system for control of an entertainment state system of claim 1 wherein the control plane layer includes a neural network. 5. The system for control of an entertainment state system of claim 4 wherein the neural network is a deep neural network. 6. The system for control of an entertainment state system of claim 4 wherein the neural network includes a graphics processing unit (GPU). 7. The system for control of an entertainment state system of claim 4 wherein the neural network is trained utilizing user response data. 8. The system for control of an entertainment state system of claim 4 wherein the neural network is a vectorized neural network. 9. The system for control of an entertainment state system of claim 4 wherein the neural network is a recurrent neural network. 10. The system for control of an entertainment state system of claim 1 wherein the control plan layer further includes an analytics unit. 11. The system for control of an entertainment state system of claim 1 , wherein the control plane layer further includes a processor. 12. The system for control of an entertainment state system of claim 1 wherein the application plane layer includes a graphical user interface unit. 13. The system for control of an entertainment state system of claim 1 wherein the application play layer further includes a processor. 14. The system for control of an entertainment state system of claim 1 wherein the data plane layer includes an input port. 15. The system for control of an entertainment state system of claim 1 wherein the input port is coupled to receive external data. 16. The system for control of an entertainment state system of claim 15 wherein the external data in Internet of Things (IoT) data. 17. The system for control of an entertainment state system of claim 15 wherein the input port is coupled to a processor. 18. The system for control of an entertainment state system of claim 1 wherein the data plane layer includes a graphical user interface (GUI) generator. 19. The system for control of an entertainment state system of claim 18 wherein the graphical user interface is coupled to an output port. 20. The system for control of an entertainment state system of claim 19 wherein the data plane layer includes an output port adapted to couple to a display device. 21. The system for control of an entertainment state system of claim 1 wherein the data plane layer further includes a value transfer element. 22. The system for control of an entertainment state system of claim 1 wherein the data plane layer further includes a title transfer element. 23. The system for control of an entertainment state system of claim 1 wherein the data plane layer further includes a management network element. 24. The system for control of an entertainment state system of claim 1 wherein the data plane layer further includes a control network element.
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