Abstract: Systems, methods, and devices are disclosed herein for developing a cell design. Operations of a plurality of electrical cells are simulated to collect a plurality of electrical parameters. A machine learning model is trained using the plurality of electrical parameters. The trained machine learning model receives data having cell layout design constraints. The trained machine learning model determines a cell layout for the received data based on the plurality of electrical parameters. The cell layout is provided for further characterization of electrical performance within the cell layout design constraints.

Abstract: Systems, methods, and devices are disclosed herein for developing a cell design. Operations of a plurality of electrical cells are simulated to collect a plurality of electrical parameters. A machine learning model is trained using the plurality of electrical parameters. The trained machine learning model receives data having cell layout design constraints. The trained machine learning model determines a cell layout for the received data based on the plurality of electrical parameters. The cell layout is provided for further characterization of electrical performance within the cell layout design constraints.

Abstract: A method for fabricating an integrated circuit is provided. The method includes: receiving a cell schematic of a unit cell of the integrated circuit; when an intrinsic gain of a transistor of the unit cell falls outside a predetermined range of gain values, revising a set of parameter values for a set of size parameters of the unit cell in the cell schematic, wherein the intrinsic gain of the transistor of the unit cell characterized by the revised set of parameter values falls within the predetermined range of gain values; generating a cell layout of the unit cell according to the cell schematic indicating the revised set of parameter values for the set of size parameters; and fabricating the integrated circuit according to the cell layout of the unit cell.

Abstract: Systems, methods, and devices are disclosed herein for developing a cell design. Operations of a plurality of electrical cells are simulated to collect a plurality of electrical parameters. A machine learning model is trained using the plurality of electrical parameters. The trained machine learning model receives data having cell layout design constraints. The trained machine learning model determines a cell layout for the received data based on the plurality of electrical parameters. The cell layout is provided for further characterization of electrical performance within the cell layout design constraints.

Abstract: Systems, methods, and devices are disclosed herein for developing a cell design. Operations of a plurality of electrical cells are simulated to collect a plurality of electrical parameters. A machine learning model is trained using the plurality of electrical parameters. The trained machine learning model receives data having cell layout design constraints. The trained machine learning model determines a cell layout for the received data based on the plurality of electrical parameters. The cell layout is provided for further characterization of electrical performance within the cell layout design constraints.

Abstract: A method for fabricating an integrated circuit is provided. The method includes: receiving a cell schematic of a unit cell of the integrated circuit; when an intrinsic gain of a transistor of the unit cell falls outside a predetermined range of gain values, revising a set of parameter values for a set of size parameters of the unit cell in the cell schematic, wherein the intrinsic gain of the transistor of the unit cell characterized by the revised set of parameter values falls within the predetermined range of gain values; generating a cell layout of the unit cell according to the cell schematic indicating the revised set of parameter values for the set of size parameters; and fabricating the integrated circuit according to the cell layout of the unit cell.

Abstract: Systems, methods, and devices are disclosed herein for developing a cell design. Operations of a plurality of electrical cells are simulated to collect a plurality of electrical parameters. A machine learning model is trained using the plurality of electrical parameters. The trained machine learning model receives data having cell layout design constraints. The trained machine learning model determines a cell layout for the received data based on the plurality of electrical parameters. The cell layout is provided for further characterization of electrical performance within the cell layout design constraints.

Abstract: A method for fabricating a semiconductor structure is provided. The method includes assigning a set of parameter values to a set of size parameters of a unit cell of the integrated circuit in a unit cell schematic of the unit cell according to a predetermined criterion, wherein the unit cell characterized by the set of parameter values has a circuit characteristic meeting the predetermined criterion; generating a unit cell layout of the unit cell according to the unit cell schematic; generating a circuit layout comprising a plurality of replicas of the unit cell layout, the replicas of the unit cell layout being arranged in correspondence with circuit blocks in a circuit floorplan of the integrated circuit, respectively; and fabricating the integrated circuit according to the circuit layout.

Abstract: A method for fabricating a semiconductor structure is provided. The method includes assigning a set of parameter values to a set of size parameters of a unit cell of the integrated circuit in a unit cell schematic of the unit cell according to a predetermined criterion, wherein the unit cell characterized by the set of parameter values has a circuit characteristic meeting the predetermined criterion; generating a unit cell layout of the unit cell according to the unit cell schematic; generating a circuit layout comprising a plurality of replicas of the unit cell layout, the replicas of the unit cell layout being arranged in correspondence with circuit blocks in a circuit floorplan of the integrated circuit, respectively; and fabricating the integrated circuit according to the circuit layout.