05/2023: The SLICE and BWRC summer retreats went well. Thanks all for the support and feedback!
05/2023: Sophia gives a keynote at the EuroMLSys workshop.
05/2023: Sophia gives a talk at Samsung.
04/2023: Sophia gives a talk at Intel.
03/2023: Our work on building hardware-software co-simulation infrastructure for robotics is accepted at ISCA. Congrats all!
03/2023: Our work on building compression/decompression accelerators for hyperscale systems is accepted at ISCA. Congrats all!
02/2023: Sophia gives a talk at Berkeley EECS Annual Research Symposium (BEARS
) to celebrate 50 years of Berkeley EECS!
02/2023: Sophia co-chairs the ML session at ISSCC'2023.
01/2023: Sophia receives an NSF CAREER Award. Thanks NSF for the generous support!
01/2023: Sophia is teaching CS152/252A
in Spring 2023.
01/2023: The SLICE winter retreat went well. Thanks all for the support and feedback!
12/2022: Sophia won one of the Okawa Foundation Research Grants. Thanks for your support!
12/2022: Sophia gives a talk at the Amazon Architecture Summit.
12/2022: Sophia is elevated to the grade of IEEE Senior Member. Thanks all for your support!
11/2022: Our work on dynamic multi-tenancy execution for DNN accelerators is accepted at HPCA. Congrats all!.
09/2022: Sophia gives a talk at the MLBench
workshop during MLSys'2022.
05/2022: The hybrid BWRC and SLICE summer retreats went well. Thanks all for the support and feedback!
03/2022: Our work on learning a latent space representation for hardware design is accepted at ISPASS'2022. Congrats all!
02/2022: Sophia co-chairs the ML session at ISSCC'2022
02/2022: Sophia gives a guest lecture at the AI-Sys
class at UC Berkeley.
01/2022: Sophia is co-teaching EECS251B
in Spring 2022.
12/2021: Sophia gives a talk at Qualcomm.
wins the Best Paper Award at DAC'2021! Congrats!
11/2021: Sophia gives a talk at the BETR center
10/2021: Sophia gives a talk at NXP Semiconductors.
08/2021: We will organize a Gemmini
tutorial at IISWC'2021. Stay tuned!
07/2021: Sophia co-chairs the Next-Generation Circuit Designer
Workshop at ISSCC 2022. If you are interested in pursuing a career in circuit design, please apply!
06/2021: Jenny presents
our work on constrained-optimization-based DNN scheduling at ISCA 2021.
06/2021: Sophia gives a short course at VLSI
on developing next-generation deep-learning accelerators from hardware to system.
05/2021: Alon presents
our work on vertically integrated labs for computer architecture education at ISCAS 2021.
05/2021: The virtual BWRC and Adept summer retreats went well. Thanks all for the support and feedback!
03/2021: Our work on CoSA, enabling scheduling by constrained optimization for spatial accelerators, is accepted at ISCA'2021
03/2021: Our work on developing memory-efficient hardware performance counters with approximate-counting algorithms is accepted at the ISPASS'2021
poster session. Congrats!
03/2021: Sophia gives a talk at SIAM-CSE mini-symposium on novel computational algorithms for future computing platforms.
02/2021: Our work on Gemmini, enabling systematic deep-learning architecture evaluation via full-stack integration, is accepted at DAC'2021
01/2021: Our work on developing virtically-integrated computing labs with open-source hardware and cloud-based FPGAs is accepted at ISCAS'2021
12/2020: Sophia gives a talk at Machine Learning in Science and Engineering Conference.
11/2019: Sophia gives a talk at the BETR center
10/2020: Sophia gives a talk at Facebook Faculty Summit.
10/2020: Sophia is recognized by Google Research for her technical leadership and achievements in Systems Research. Thanks Google!
10/2020: Patrick Wang won the 1st place of the Undergraduate Student Research Competition (SRC) at PACT 2020.
08/2020: Sophia speaks at the Berkeley EECS x Apple New Silicon Initiative event.
08/2020: Sophia is selected as an SK Hynix Faculty Fellow. Thanks SK Hynix and UC Berkeley for the generous support!
is selected as a CACM Research Highlight!
05/2020: The virtual BWRC and Adept summer retreats went well. Thanks all for the support and feedback!
is published at IEEE Micro Special Issue on Agile and Open-Source Hardware.
02/2020: Sophia is in San Diego for the ISCA program committee meeting.
02/2020: Thomas Norell won the 2nd place of the Undergraduate Student Research Competition (SRC) at CGO 2020.
02/2020: Ameer Haj-Ali presents
our work on RL-based vectorization at CGO 2020.
01/2020: Sophia gives a talk at the IEEE Solid State Circuits Society Santa Clara Valley Chapter.
01/2020: Simba and Buffets are selected as Top Picks in Computer Architecture Honorable Mentions.
01/2020: Sophia gives a talk at the ADEPT center
11/2019: Our systolic array generator for deep-learning architecture, Gemmini
, is open-sourced.
11/2019: Sophia is in Seattle for the ASPLOS program committee meeting.
10/2019: Our paper on end-to-end vectorization with deep reinforcement learning will appear at CGO 2020
10/2019: Sophia gives a talk at the BWRC center
10/2019: Sophia gives a talk at the BETR center
wins Best Paper Award at MICRO'2019!
10/2019: Sophia presents
our work on building a multi-chip-module-based deep-learing accelerator at MICRO'2019.
09/2019: Our Simba
paper is selected as one of the best paper nominees at MICRO 2019.
08/2019: Rangha presents
our work on building a scalable inference accelerator with HLS at Hot Chips.
08/2019: Sophia gives a guest lecture on Hardware for Machine Learning at CS 61C
08/2019: Sophia joins the EECS department at UC Berkeley as an assistant professor.
07/2019: Our paper on multi-chip-module-based architecture will appear at MICRO 2019
07/2019: Sophia is in Detroit for the MICRO program committee meeting.
07/2019: Sophia is invited to serve on the program commitee for SysML 2020
06/2019: Our paper on an HLS-based DNN accelerator generator will appear at ICCAD 2019
05/2019: Our work on an efficient and scalable inference accelerator will appear at Hot Chips 2019