Abstract: The present disclosure includes apparatuses, methods, and systems for multi-state programming of memory cells. An embodiment includes a memory having a plurality of memory cells, and circuitry configured to program a memory cell of the plurality of memory cells to one of a plurality of possible data states by applying a voltage pulse to the memory cell, determining the memory cell snaps back in response to the applied voltage pulse, turning off a current to the memory cell upon determining the memory cell snaps back, and applying a number of additional voltage pulses to the memory cell after turning off the current to the memory cell.

Abstract: A neural network emulates a behavior of a reference audio system for at least two control settings. A process, for each control setting, receives control position data designating a select control setting of the reference audio system as conditioning for the neural network, communicates an input to the reference audio system and captures a target output, maps parameters of the neural network such that, responsive to the input, a neural output resembles the target output, scores by a loss function, a similarity of the neural network output compared to the target output of the reference audio system, and utilizes the similarity derived from the loss function to modify model parameters of the neural network. A graphical user interface enables a user to select a virtual control setting within the graphical user interface such that the neural network models the reference audio system at the corresponding control setting.

Abstract: The present disclosure includes apparatuses, methods, and systems for three-state programming of memory cells. An embodiment includes a memory having a plurality of memory cells, and circuitry configured to program a memory cell of the plurality of memory cells to one of three possible data states by applying a voltage pulse to the memory cell, determining whether the memory cell snaps back in response to the applied voltage pulse, and applying an additional voltage pulse to the memory cell based on the determination of whether the memory cell snaps back.

Abstract: A process of mapping piping systems associated with a refinery and petrochemical facilities is disclosed, which maps piping systems, which interconnect facility operating units with other operating units, utilities, distribution facilities and storage units. A system for aiding in the isolation of piping systems, operating units and other facility components is also disclosed. The system includes a search database having representations of the piping systems and its related components. A method of isolating an event within a facility is also disclosed. The method includes identifying the location of an event in the facility, performing a search to identify the impacted piping systems and related components, and identifying measures to isolate the event.