14 citations · 32 across the 14 of their papers we have counts for
3 papers · 1 filter
Systolic Arrays and Structured Pruning Co-design for Efficient Transformers in Edge Systems
Pedro Palacios, Rafael Medina, Jean-Luc Rouas +2
Efficient deployment of resource-intensive transformers on edge devices necessitates cross-stack optimization. We thus study the interrelation between structured pruning and systol…
MetaWearS: A Shortcut in Wearable Systems Lifecycle with Only a Few Shots
Alireza Amirshahi, Maedeh H. Toosi, Siamak Mohammadi +5
Wearable systems provide continuous health monitoring and can lead to early detection of potential health issues. However, the lifecycle of wearable systems faces several challenge…
LionHeart: A Layer-based Mapping Framework for Heterogeneous Systems with Analog In-Memory Computing Tiles
Corey Lammie, Yuxuan Wang, Flavio Ponzina +7
When arranged in a crossbar configuration, resistive memory devices can be used to execute Matrix-Vector Multiplications (MVMs), the most dominant operation of many Machine Learnin…