News

• November, 2024: Paper on a novel hybrid SNN accelerator and quantization study accepted to DATE 2025. Congrats, Ilkin and Jesus!

• October, 2024: New software tool/paper on generating domain-specific accelerators for resource-constrained computing accepted to Journal of Open Source Software (JOSS). Congrats, Dave!

• September, 2024: New paper on system-level design space exploration for high-level synthesis accepted to IEEE TCAD journal. Congrats, Yuchao!

• September, 2024: An NSF FuSE2 grant of $1.9M has been awarded to study ultra-energy efficient computing with antiferromagnetic tunnel junctions. A collaboration with UA Physics, CMU, and UNL.

• August, 2024: Ilkin successfully defended his Ph.D. dissertation! Congratulations, Dr. Aliyev!

• July, 2024: Paper accepted to MCSoC 2024 Special Session on embedded computing neuromorphic systems on sparsity-aware SNN hardware/software co-design.

• July, 2024: I'll be speaking in a Special Session at ICCAD 2024 on using LLMs for high-level synthesis.

• July, 2024: New paper on STT-RAM-based hierarchical in-memory computing accepted to IEEE TPDS journal.

• May, 2024: New paper on energy-efficient STT-RAM concurrent hierarchical in-memory processing accepted to IEEE ASAP.

• April, 2024: New paper on generating high-level synthesis data using generative machine learning accepted to ACM GLSVLSI. Congrats, Yuchao!

• February, 2024: New survey article accepted to IEEE Access on domain-specific STT-RAM-based in-memory computing. Congrats, Al!

• January, 2024: New paper accepted to ISCAS 2024 on parametric hardware units for sparsity-aware convolution. Congrats, Ilkin!

• January, 2024: New paper accepted to DATE 2024 LBR on fine-tuning surrogate gradients for efficient spiking neural network accelerators. Congrats, Ilkin!

• October, 2023: New paper accepted to IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS) on sparsity-aware spiking neural network accelerators (read the preprint). Congrats, Ilkin and Kama!

• August, 2023: Dhruv has successfully defended his Ph.D. dissertation. Congratulations, Dr. Gajaria!

• April, 2023: Kama has received the University Fellows Award--UA's most prestigious recognition for grad students. Congratulations, Kama!

• February, 2023: I have been nominated/appointed to serve as Associate Editor for the IEEE Transactions on Computers (TC).

• February, 2023: New paper presenting the jazznet Dataset for machine learning research (my 'hobby research') accepted to ICASSP 23. Check out the Github.

• December 2022: New paper on HLS of constant-timed accelerators accepted to VLSI-TSA 23. Congratulations, James!

• September, 2022: New paper on HLS design space exploration accepted to ASP-DAC 23. Congratulations, Yuchao!

• August, 2022: New paper studying hierarchical STTRAM in-memory computing accepted to ICCD. Congratulations, Dhruv and Kevin!

• August, 2022: Dhruv got admitted to Ph.D. candidacy. Congratulations, Dhruv!

• February, 2022: ESWEEK 2022 Ph.D. Forum is accepting submissions for posters and optional extended abstracts! Click here for more.

• August, 2021: New paper on a new hybrid high-level synthesis (HLS) approach accepted to IGSC 2021 (to be published in SUSCOM). Congrats, Yuchao!

• July 6, 2021: New special issue article on domain-specific architectures for wearables accepted to Springer Journal of Signal Processing Systems, 2021. Congrats, Dhruv!

• May 21, 2021: New paper on domain-specific accelerator design methodology accepted to ISLPED 2021. Congrats, Ankur!

• May 14, 2021: I got promoted to Associate Professor with Tenure!

• May 13, 2021: Kyle successfully defended his dissertation. Congratulations, Dr. Kuan!

• May 5, 2021: Kyle received the ECE Outstanding Graduate Student Award. Congratulations, Kyle!

• December 15, 2020: Ankur successfully defended his dissertation. Congratulations, Dr. Limaye!