Cadence Design Systems, Inc.

Siemens Industry Software Gmbh

Ilhami Torunoglu

Edoardo Charbon

Cyrus Soli Bamji

Yanbin Jiang

Nataraj Akkiraju

This application discloses a computing system implementing a mask synthesis system to generate synthetic image clips of design shapes and corresponding mask data for the synthetic image clips. The mask data can describe lithographic masks capable of being used to fabricate the design shapes on an integrated circuit. The mask synthesis system can utilize the synthetic image clips of the design shapes and the corresponding mask data to train a machine-learning system to determine pixelated output masks from portions of the layout design. The mask synthesis system can identify one or more pixelated output masks for portions of a layout design describing an electronic system using the trained machine-learning. The mask synthesis system can synthesize a mask layout design for the electronic system based, at least in part, on the layout design describing the electronic system and the one or more pixelated output masks for the layout design.

Training of machine learning-based inverse lithography technology for mask synthesis with synthetic pattern generation

A method and system are disclosed to optimize an integrated circuit layout design by determining possible lengths of layout rows that will reduce the total area of the integrated circuit layout (FIG.B). The possible row lengths (B) are determined and stored in a memory unit as a set of possible optimal row length values. A set of possible optimal row heights corresponding to the determined set of possible rowlengths is determined and the total chip area is iteratively calculated. Optimal values of rowlength and row height are chosen based upon the maximum chip area reduction. Once the optimal row length and height parameters are chosen, transistor devices placed in each row of the integrated circuit layout are folded to achieve the optimal row length and height.

Method and apparatus to optimize an integrated circuit design using transistor folding

A system and method for protecting circuit designs from unauthorized use involves techniques for watermarking by embedding a hidden, recognizable input/output signature or code into the circuit design. An internal sequential function, such as a finite state machine, within the circuit design is used to generate a predictable output sequence when a known input sequence is applied. The free input configurations in the internal sequential function of the circuit design are identified and modified to generate the desired output sequence when the known input sequence is applied. A path among the free input configurations is selected, with output values in the desired output sequence being assigned the various state transitions. If there are not enough free input configurations to meet specified watermarking robustness criteria, then additional free input configurations may be added by, for example, adding one or more inputs, outputs or states to the finite state machine. Various techniques for arriving at an optimal path so as to minimize overhead caused by the addition of the watermark are also disclosed.

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San Jose, CA, United States of America

Ilhami Torunoglu