Logic locking has emerged as a promising technique for protecting gate-level
semiconductor intellectual property. However, recent work has shown that such gate-level …

Logic synthesis requires extensive tuning of the synthesis optimization flow where the
quality of results (QoR) depends on the sequence of optimizations used. Efficient design …

Chip design with machine learning (ML) has been widely explored to achieve better
designs, lower runtime costs, and no human-in-the-loop process. However, with tons of …

An evident challenge ahead for the integrated circuit (IC) industry is the investigation and
development of methods to reduce the design complexity ensuing from growing process …

Logic locking has recently been proposed as a solution for protecting gatelevel
semiconductor intellectual property (IP). However, numerous attacks have been mounted on …

This work introduces a generic, machine learning (ML)-based platform for functional reverse
engineering (RE) of circuits. Our proposed platform GNN-RE leverages the notion of graph …

In-memory processing can dramatically improve the latency and energy consumption of
computing systems by minimizing the data transfer between the memory and the processor …

We present a collection of modular open source C++ libraries for the development of logic
synthesis applications. These libraries can be used to develop applications for the design of …

The increasing complexity of modern Integrated Circuits (ICs) leads to systems composed of
various different Intellectual Property (IPs) blocks, known as System-on-Chip (SoC). Such …

Technological and architectural improvements have been constantly required to sustain the
demand of faster and cheaper computers. However, CMOS down-scaling is suffering from …