Abstract: Apparatus and method for neural network learning to detect and correct quantum errors. For example, one embodiment of an apparatus comprises. For example, one embodiment of an apparatus comprises: a quantum processor comprising one or more data quantum bits (qbits) and one or more ancilla qbits; an error decoder to decode a state of at least one of the ancilla qbits to generate an error syndrome related to one or more qbit errors; a neural network to evaluate the error syndrome and to either identify a known corrective response for correcting the error or to perform unsupervised learning to identify a corrective response to the error syndrome.

Abstract: Apparatus and method for quantum drift compensation. For example, one embodiment of a quantum system comprises: a quantum processor comprising one or more data quantum bits (qubits) and one or more ancilla qubits; a quantum controller to control the qubits responsive to a quantum runtime; an error detector to detect errors in the qubits; a quantum drift compensator to determine a current system drift for the quantum processor based on the errors and to responsively generate a set of compensation values if the current system drift is determined to be above a threshold.

Abstract: Apparatus and method for a full quantum state simulation. A quantum state simulation system may include a simulation configurator to map quantum register state data of a quantum processor at a first time to a representational data structure and generate a first quantum state image based on the representational data structure. The quantum state simulation system may also include a quantum state simulator to simulate the quantum register state data at a second time using the quantum register state data in the first quantum state image to update a second quantum state image, and store the first and second quantum state images to a data store.

Abstract: Apparatus and method for intelligently managing heating in a quantum processor. For example, one embodiment of an apparatus comprises a quantum processor comprising a plurality of quantum bits (qbits); an arbiter to maintain an activity map data structure indicating heat values related to operation pulse energy directed at each of the plurality of qbits, the arbiter to generate a signal upon detecting a heat value exceeding a threshold for a first qbit or a first set of qbits; and a quantum scheduler to redirect one or more operations from the first qbit or first set of qbits to a second qbit or a second set of qbits in response to detecting the signal from the arbiter.

Abstract: Apparatus and method for a full quantum system simulator. For example, one embodiment of a method comprises: initializing a quantum computing system simulator for simulating multiple layers of a quantum system including one or more non-quantum layers and one or more physical quantum device layers of the quantum system; simulating a first set of operations of the one or more non-quantum layers of the quantum system to generate first simulation results; simulating a second set of operations of the one or more quantum device layers of the quantum system to generate second simulation results; analyzing the first and second simulation results to provide at least one configuration recommendation for the quantum system.