MIAOW - An open source RTL implementation of a GPGPU. - Raghuraman Balasubramanian; Vinay Gangadhar; Ziliang Guo; Chen-Han Ho; Cherin Joseph; Jaikrishnan Menon; Mario Paulo Drumond; Robin Paul; Sharath Prasad; Pradip Valathol; Karthikeyan Sankaralingam (COOL Chips, 2015)

MIAOW: An open source GPGPU. - Vinay Gangadhar; Raghuraman Balasubramanian; Mario Drumond; Ziliang Guo; Jai Menon 003; Cherin Joseph; Robin Prakash; Sharath Prasad; Pradip Vallathol; Karu Sankaralingam (Hot Chips Symposium, 2015)

Enabling GPGPU Low-Level Hardware Explorations with MIAOW: An Open-Source RTL Implementation of a GPGPU. - Raghuraman Balasubramanian; Vinay Gangadhar; Ziliang Guo; Chen-Han Ho; Cherin Joseph; Jaikrishnan Menon; Mario Paulo Drumond; Robin Paul; Sharath Prasad; Pradip Valathol; Karthikeyan Sankaralingam (ACM Trans. Archit. Code Optim., 2015)

The Mondrian Data Engine. - Mario Drumond; Alexandros Daglis; Nooshin Sadat Mirzadeh; Dmitrii Ustiugov; Javier Picorel; Babak Falsafi; Boris Grot; Dionisios N. Pnevmatikatos (ISCA, 2017)

LTRF: Enabling High-Capacity Register Files for GPUs via Hardware/Software Cooperative Register Prefetching. - Mohammad Sadrosadati; Amirhossein Mirhosseini; Seyed Borna Ehsani; Hamid Sarbazi-Azad; Mario Drumond; Babak Falsafi; Rachata Ausavarungnirun; Onur Mutlu (ASPLOS, 2018)

Training DNNs with Hybrid Block Floating Point. - Mario Drumond; Tao Lin 004; Martin Jaggi; Babak Falsafi (NeurIPS, 2018)

End-to-End DNN Training with Block Floating Point Arithmetic. - Mario Drumond; Tao Lin 004; Martin Jaggi; Babak Falsafi (CoRR, 2018)

Algorithm/Architecture Co-Design for Near-Memory Processing. - Mario Drumond; Alexandros Daglis; Nooshin Sadat Mirzadeh; Dmitrii Ustiugov; Javier Picorel; Babak Falsafi; Boris Grot; Dionisios N. Pnevmatikatos (ACM SIGOPS Oper. Syst. Rev., 2018)

Analog Neural Networks With Deep-Submicrometer Nonlinear Synapses. - Ahmet Caner Yuzuguler; Firat Celik; Mario Drumond; Babak Falsafi; Pascal Frossard (IEEE Micro, 2019)

Highly Concurrent Latency-tolerant Register Files for GPUs. - Mohammad Sadrosadati; Amirhossein Mirhosseini; Ali Hajiabadi; Seyed Borna Ehsani; Hajar Falahati; Hamid Sarbazi-Azad; Mario Drumond; Babak Falsafi; Rachata Ausavarungnirun; Onur Mutlu (ACM Trans. Comput. Syst., 2019)

Optimus Prime: Accelerating Data Transformation in Servers. - Arash Pourhabibi Zarandi; Siddharth Gupta 003; Hussein Kassir; Mark Sutherland; Zilu Tian; Mario Paulo Drumond; Babak Falsafi; Christoph Koch 001 (ASPLOS, 2020)

Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation. - Mohammad Sadrosadati; Amirhossein Mirhosseini; Ali Hajiabadi; Seyed Borna Ehsani; Hajar Falahati; Hamid Sarbazi-Azad; Mario Drumond; Babak Falsafi; Rachata Ausavarungnirun; Onur Mutlu (CoRR, 2020)

ColTraIn: Co-located DNN training and inference. - Mario Drumond (2020)

Equinox: Training (for Free) on a Custom Inference Accelerator. - Mario Drumond; Louis Coulon; Arash Pourhabibi Zarandi; Ahmet Caner Yüzügüler; Babak Falsafi; Martin Jaggi (MICRO, 2021)

Efficient Nearest-Neighbor Data Sharing in GPUs. - Negin Nematollahi; Mohammad Sadrosadati; Hajar Falahati; Marzieh Barkhordar; Mario Paulo Drumond; Hamid Sarbazi-Azad; Babak Falsafi (ACM Trans. Archit. Code Optim., 2021)

Scale-out Systolic Arrays. - Ahmet Caner Yüzügüler; Canberk Sönmez; Mario Drumond; Yunho Oh; Babak Falsafi; Pascal Frossard (ACM Trans. Archit. Code Optim., 2023)