Massoud Pedram

TL;DR: In this article, single flux quantum (SFQ) logic is proposed as a promising technology to replace complementary metal-oxide-semiconductor logic for future exa-scale supercomputing but requires the development of reliable EDA.

TL;DR: An effective design framework of FinFET standard cells based on the adaptive independent gate control method such that they can operate properly at all of subthreshold, near-th threshold and super-threshold regions is proposed.

TL;DR: In this article, the authors present HIPE-MAGIC, a technology-aware synthesis and mapping flow for highly parallel execution of the memristor-based logic, which is built upon two fundamental contributions: balancing techniques during the logic synthesis, mainly targeting benefits of the parallelism offered by memristive crossbar arrays (MCAs), and an efficient technology mapping framework to maximize the performance and area-efficiency.

TL;DR: In this paper , the authors proposed a novel weight conditioned adversarial training (FLOAT) algorithm, which requires no additional layer, thereby incurring no significant increase in parameter count, training time, or network latency compared to standard adversarial learning.

TL;DR: In this book, the structural optimization techniques have recently been introduced as a new optimization step in logic synthesis.