All News
07/2024: Our work on Stellar, an automated flow for dense/sparse accelerator design, is accepted at MICRO. Congrats all!
07/2024: Sophia is promoted to Associate Professor w/ Tenure. Thanks all for your support!
06/2024: Congrats to the FireAxe team for winning an ISCA Distinguished Artifact Award!
06/2024: Sophia wins the 2024 Anita Borg Early Career Award. Thanks all for your support!
05/2024: The SLICE and BWRC summer retreats went well. Thanks all for the support and feedback!
04/2024: Sophia is elevated to the grade of ACM Senior Member. Thanks all for your support!
03/2024: Our work on partitioned RTL simulation via multiple FPGAs is accepted at ISCA. Congrats all!
02/2024: Sophia receives a Sloan Research Fellowship. Thanks all for the support!
02/2024: Sophia gives a tutorial at ISSCC'2024.
01/2024: Our work on virtualized accelerator interface is selected as an IEEE Micro Top Pick in 2023. Congrats all!
01/2024: Sophia is co-teaching EE290-2: Hardware for Machine Learning in Spring 2024.
01/2024: The SLICE winter retreat went well. Thanks all for the support and feedback!
11/2023: Sophia gives a talk at Google.
10/2023: Charles presents our work on hardware-mapping co-search with differentiable models at MICRO 2023.
10/2023: Seah presents our work on virtualized interface for accelerator integration at MICRO 2023.
10/2023: Sophia serves as a panelist at the Samsung System LSI Tech Day.
09/2023: We will organize a RoSÉ tutorial at MICRO'2023. Stay tuned!
08/2023: Sophia gives a talk at Intel.
07/2023: Our work on virtualized accelerator interface for multi-tenant execution is accepted at MICRO. Congrats all!
07/2023: Our work on building differentiable models for hardware-mapping co-search is accepted at MICRO. Congrats all!
06/2023: Congrats to the RoSÉ team for winning an ISCA Distinguished Artifact Award!
06/2023: Sophia receives a Google Research Scholar Award. Thanks Google for the generous support!
06/2023: We wrote a retrospective article on our Aladdin work, originally published at ISCA 2014, as part of the ISCA50 celebration.
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!.
10/2022: Sophia gives a talk at the Fast Machine Learning for Science Workshop.
09/2022: Sophia wins an Intel Rising Star Faculty Award. Thank you Intel for your continued support!.
09/2022: Sophia gives a talk at the MLBench workshop during MLSys'2022.
09/2022: We organized the 2nd Gemmini tutorial at MLSys'2022.
08/2022: Sophia is teaching EECS151/251A in Fall 2022.
06/2022: Sophia receives the 2022 IEEE TCCA Young Computer Architect Award! Thank you all for the support!
05/2022: The hybrid BWRC and SLICE summer retreats went well. Thanks all for the support and feedback!
04/2022: Sophia gives a talk at the Design Automation Webinar as part of the Best EDA Research in 2021 series.
03/2022: Sophia gives a talk at tinyML Summit 2022.
03/2022: Our work on learning a latent space representation for hardware design is accepted at ISPASS'2022. Congrats all!
03/2022: Sophia gives a talk at VLSID'2022.
02/2022: Sophia co-chairs the ML session at ISSCC'2022.
02/2022: The Next-Gen Circuit Designer workshop at ISSCC'2022 went well. Thank you all for participating!
02/2022: Sophia gives a guest lecture at the AI-Sys class at UC Berkeley.
01/2022: Sophia is teaching EECS151/251A in Spring 2022.
01/2022: Sophia is co-teaching EECS251B in Spring 2022.
01/2022: Our JSSC paper on multi-chip-module-based DL accelerator design wins the JSSC Best Paper Award! Congrats!
12/2021: Sophia gives a talk at Qualcomm.
12/2021: Gemmini wins the Best Paper Award at DAC'2021! Congrats!
11/2021: Sophia gives a talk at the BETR center workshop.
11/2021: The first Gemmini tutorial went well! Thank you all for participating.
10/2021: Sophia gives a talk at NXP Semiconductors.
10/2021: Sophia wins the inaugural Dr. Sudhakar Yalamanchili award for her contribution to the field of modeling and simulation in computer architecture.
10/2021: Sophia serves as a panelist at ModSim'2021.
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!
07/2021: Gemmini is nominated as a Best Paper Candidate at DAC 2021!
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.
06/2021: Our work on chiplet-based architecture appears in Communications of the ACM as a Research Highlight.
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!
05/2021: Sophia gives a talk at the InvasIC Research Center.
04/2021: Sophia gives a keynote talk at LATTE: Workshop on Languages, Tools, and Techniques for Accelerator Design at ASPLOS'2021.
03/2021: Our work on CoSA, enabling scheduling by constrained optimization for spatial accelerators, is accepted at ISCA'2021. Congrats!
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. Congrats!
01/2021: Our work on developing virtically-integrated computing labs with open-source hardware and cloud-based FPGAs is accepted at ISCAS'2021. Congrats!
01/2021: Sophia is teaching EE290-2: Hardware for Machine Learning in Spring 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 workshop.
11/2020: Sophia co-organizes the Rising Stars in EECS event.
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!
07/2020: We are excited to receive a Facebook Research Award on AI System HW/SW Co-Design!
06/2020: Simba 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!
05/2020: Chipyard is published at IEEE Micro Special Issue on Agile and Open-Source Hardware.
05/2020: Simba is nominated by SIGMICRO as a CACM Research Highlight.
04/2020: Sophia is teaching EECS151/251A in Fall 2020.
03/2020: Sophia is co-editing an IEEE Micro Special Issue on Commercial Products.
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 winter retreat.
12/2019: Sophia is teaching EE290-2: Hardware for Machine Learning in Spring 2020.
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 winter retreat.
10/2019: Sophia gives a talk at the BETR center workshop.
10/2019: Simba 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.
10/2019: Sophia serves on a panel at the 5th Career Workshop for Women and Minorities in Computer Architecture.
09/2019: Sophia gives a talk as part of the RISE lab seminar series.
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 is co-teaching EECS151/251A in Fall 2019.
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: Sophia attends ISCA in Phoenix and chairs the tutorial session.
06/2019: Sophia co-organizes a SIGARCH Visioning Workshop on open and agile hardware.
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.