Abstract: In various examples, rapid resolution of deep neural network (DNN) failure modes may be achieved by deploying patch neural networks (PNNs) trained to operate effectively on the failure modes of the DNN. The PNNs may operate on the same or additional data as the DNN, and may generate new signals in addition to those generated using the DNN that address the failure modes of the DNN. A fusion mechanism may be employed to determine which output to rely on for a given instance of the DNN/PNN combination. As a result, failure modes of the DNN may be addressed in a timely manner that requires minimal deactivation or downtime for the DNN, a feature controlled using the DNN, and/or semi-autonomous or autonomous functionality as a whole.

Abstract: A semiconductor fabrication architecture which includes a middleware component, a fabrication facility coupled to the middleware component, a real time dispatcher application program interface coupled between the fabrication facility and the middleware component, a work in progress application program interface coupled between the fabrication facility and the middleware component, an enterprise resource planning system coupled to the middleware component, and an order processing system coupled to the middleware component. The fabrication facility includes a manufacturing execution system and a real time dispatch system. The manufacturing execution system tracks overall processing of semiconductor wafers. The real time dispatch system provides near real time information regarding processing of semiconductor wafers. The real time dispatcher application program interfaces publishing information to the middleware component.

Abstract: An interface for a semiconductor fabrication facility which includes a real time dispatch system that provides near real time information regarding processing of semiconductor wafers and a middleware component. The interface includes a real time dispatcher application program interface coupled between the fabrication facility and the middleware component. The real time dispatcher application program interface provides a common interface which provides information to the middleware component.

Abstract: An integrated enterprise resource planning and manufacturing system which includes a middleware component, a fabrication facility coupled to the middleware component, a real time dispatcher application program interface coupled between the fabrication facility and the middleware component, a work in progress application program interface coupled between the fabrication facility and the middleware component, and an enterprise resource planning system coupled to the middleware component. The fabrication facility includes a manufacturing execution system and a real time dispatch system. The manufacturing execution system tracks overall processing of semiconductor wafers. The real time dispatch system provides near real time information regarding processing of semiconductor wafers. The real time dispatcher application program interfaces publishing information to the middleware component.

Abstract: An interface for a semiconductor fabrication facility which includes a real time dispatch system providing near real time information regarding processing of semiconductor wafers and a middleware component. The interface includes a work in progress application program interface coupled between the fabrication facility and the middleware component. The work in progress application program interface provides a common interface for communicating between the fabrication facility and the middleware component.

Abstract: A semiconductor fabrication facility architecture which includes a fabrication facility, a middleware component, a real time dispatcher application program interface coupled between the fabrication facility and the middleware component, and a work in progress application program interface coupled between the fabrication facility and the middleware component. The fabrication facility includes a manufacturing execution system and a real time dispatch system. The manufacturing execution system tracks overall processing of semiconductor wafers and the real time dispatch system provides near real time information regarding processing of semiconductor wafers. The real time dispatcher application program interface provides a common interface for providing information to the middleware component. The work in progress application program interface provides a common interface for communicating to the fabrication facility from the middleware component.