WitrynaLogic synthesis is the process that takes place in the transition from the register-transfer level to the transistor level. It bridges the gap between high-level synthesis and physical design automation. Given a digital design at the register-transfer level, logic synthesis transforms it into a gate-level or transistor-level implementation. Witryna13 lut 2024 · Logic Synthesis Optimization Sequence Tuning Using RL-Based LSTM and Graph Isomorphism Network. IEEE Trans. Circuits Syst. II Express Briefs, 22. …
DRiLLS: Deep Reinforcement Learning for Logic Synthesis
WitrynaElectronic Design Automation For Integrated Circuits Handbook, by Lavagno, Martin, and Scheffer, ISBN 978-0-8493-3096-4 A survey of the field of Electronic design automation.The above summary was derived, with permission, from Volume 2, Chapter 2, Logic Synthesis by Sunil Khatri and Narendra Shenoy. A Consistent Approach in … WitrynaReinforcement learning (RL) algorithms have recently seen rapid advancement and adoption in the field of electronic design automation (EDA) in both academia and … farfetch new customer
[1909.07299] Control Synthesis from Linear Temporal Logic ...
Witryna20 maj 2024 · Logic synthesis (LS) is an approach for finding equivalent representations of large-scale integrated circuits, generally via pre-mapping optimizations, technology mapping and post-mapping optimizations. LS is a sequential decision-making problem that can be formulated as a Markov decision process (MDP) … Witryna16 lis 2024 · Zhu et al. [29] proposed a Markov Decision Process (MDP) formulation for logic synthesis and an RL algorithm that incorporates the Graph Convolutional … Witryna4 lis 2024 · Within logic synthesis, most optimization scripts are well-defined heuristics that generalize over a variety of Boolean circuits. These heuristic-based scripts … farfetch new customer code