Publicaciones en colaboración con investigadores/as de Texas A&M University System (36)

2023

  1. GNN-Based Hierarchical Annotation for Analog Circuits

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 42, Núm. 9, pp. 2801-2814

  2. MMM: Machine Learning-Based Macro-Modeling for Linear Analog ICs and ADC/DACs

    2023 ACM/IEEE 5th Workshop on Machine Learning for CAD, MLCAD 2023

  3. Machine Learning for Analog Layout

    Machine Learning Applications in Electronic Design Automation (Springer Singapore), pp. 505-544

2022

  1. Are Analytical Techniques Worthwhile for Analog IC Placement?

    Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022

  2. Exploiting Approximations in Real-Time Scheduling

    Approximate Computing Techniques: From Component- to Application-Level (Springer International Publishing), pp. 287-322

  3. Performance-driven Wire Sizing for Analog Integrated Circuits

    ACM Transactions on Design Automation of Electronic Systems, Vol. 28, Núm. 2

2021

  1. SeFAct2: Selective Feature Activation for Energy-Efficient CNNs Using Optimized Thresholds

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 40, Núm. 7, pp. 1423-1436

2020

  1. Exploring a machine learning approach to performance driven analog IC placement

    Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI

  2. GANA: Graph Convolutional Network Based Automated Netlist Annotation for Analog Circuits

    Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020

  3. GANA: Graph Convolutional Network Based Automated Netlist Annotation for Analog Circuits

    PROCEEDINGS OF THE 2020 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2020)

  4. Learning from experience: Applying ML to analog circuit design

    Proceedings of the International Symposium on Physical Design

2019

  1. An analytical approach for error PMF characterization in approximate circuits

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 38, Núm. 1, pp. 70-83

  2. Dynamic Approximation of JPEG Hardware

    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 38, Núm. 2, pp. 295-308

  3. Fast Mapping-Based High-Level Synthesis of Pipelined Circuits

    Proceedings - International Symposium on Quality Electronic Design, ISQED

  4. INVITED: ALIGN - Open-source analog layout automation from the ground up

    Proceedings - Design Automation Conference

  5. Improving QoS for global dual-criticality scheduling on multiprocessors

    Proceedings - 2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2019

  6. SEFACT: Selective feature activation and early classification for CNNs

    Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC

2018

  1. A simple yet efficient accuracy-configurable adder design

    IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 26, Núm. 6, pp. 1112-1125

  2. Graceful degradation of low-criticality tasks in multiprocessor dual-criticality systems

    ACM International Conference Proceeding Series

  3. Using imprecise computing for improved non-preemptive real-time scheduling

    Proceedings - Design Automation Conference