MIT EEMS Group - PI: Vivienne Sze

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Emerging fields such as artificial intelligence (AI) and robotics rely on computationally complex algorithms to achieve high accuracy that enable new applica...

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CiMLoop A Flexible, Accurate, and Fast Compute-In-Memory Modeling Tool

Tailors Accelerating Sparse Tensor Algebra by Overbooking Buffer Occupancy @ MICRO 2023

HighLight Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity @MICRO 2023

Sparseloop An Analytical Approach to Sparse Tensor Accelerator Modeling @ MICRO 2022

Systematic Modeling and Design of Sparse Tensor Accelerators [Nellie Wu]

RAELLA Reforming the Arithmetic for Efficient, Low-Resolution, and Low-Loss Analog PIM @ ISCA 2023

Sparseloop An Analytical Approach to Sparse Tensor Accelerator Modeling @ MICRO 2022

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (57)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (37)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (56)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (26)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (47)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (27)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (36)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (77)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (46)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (67)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (16)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (17)

Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (66)

Efficient Computing for Low Energy Robotics

Efficient Computing for AI and Robotics

Reducing the Carbon Emissions of ML Computing - Challenges and Opportunities

How to Evaluate Efficient Deep Neural Network Approaches

TimeloopAccelergy Tutorial (Hands-on Session) @ ISCA 2020

TimeloopAccelergy Tutorial @ ISCA 2020

Efficient Computing for AI and Robotics

Efficient Computing for Robotics and AI

Efficient Computing for Autonomous Navigation of Miniaturized Robots

Energy-Efficient AI