William Andrew Simon

According to our database, William Andrew Simon authored at least 23 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

CiMBA: Accelerating Genome Sequencing Through On-Device Basecalling via Compute-in-Memory.

William Andrew Simon, Irem Boybat, Riselda Kodra, Elena Ferro, Gagandeep Singh, Mohammed Alser, Shubham Jain, Hsinyu Tsai, Geoffrey W. Burr, Onur Mutlu, Abu Sebastian

IEEE Trans. Parallel Distributed Syst., June, 2025

Processing-in-memory for genomics workloads.

William Andrew Simon, Leonid Yavits, Konstantina Koliogeorgi, Yann Falevoz, Yoshihiro Shibuya, Dominique Lavenier, Irem Boybat, Klea Zambaku, Berkan Sahin, Mohammad Sadrosadati, Onur Mutlu, Abu Sebastian, Rayan Chikhi, The BioPIM Consortium, Can Alkan

CoRR, June, 2025

Enhancing Downstream Analysis in Genome Sequencing: Species Classification While Basecalling.

Riselda Kodra, Hadjer Benmeziane, Irem Boybat, William Andrew Simon

CoRR, April, 2025

Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing.

Julian Büchel, Athanasios Vasilopoulos, William Andrew Simon, Irem Boybat, Hsinyu Tsai, Geoffrey W. Burr, Hernan Castro, Bill Filipiak, Manuel Le Gallo, Abbas Rahimi, Vijay Narayanan, Abu Sebastian

Nat. Comput. Sci., January, 2025

Live Demonstration: Automated DNN Deployment on the IBM HERMES Project Chip.

Corey Lammie, Julian Büchel, Athanasios Vasilopoulos, Giacomo Camposampiero, Lionel Noussi, William Andrew Simon, Manuel Le Gallo, Abu Sebastian

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Analog-AI Hardware Accelerators for Low-Latency Transformer-Based Language Models (Invited).

Geoffrey W. Burr, H. Tsai, Irem Boybat, William Andrew Simon, Julian Büchel, Athanasios Vasilopoulos, Pritish Narayanan, Andrea Fasoli, Kohji Hosokawa, Manuel Le Gallo, M. Ishii, Yasuteru Kohda, Atsuya Okazaki, A. Chen, Charles Mackin, Elena Ferro, Kaoutar El Maghraoui, Hadjer Benmeziane, T. Philicelli, Corey Lammie, Alexander M. Friz, Jose Luquin, S. Jain, A. Sebastian, V. Narayanan

Proceedings of the IEEE Custom Integrated Circuits Conference, 2025

2022

HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration.

William Andrew Simon, Una Pale, Tomás Teijeiro, David Atienza

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

Gem5-X: A Many-core Heterogeneous Simulation Platform for Architectural Exploration and Optimization.

Yasir Mahmood Qureshi, William Andrew Simon, Marina Zapater, Katzalin Olcoz, David Atienza

ACM Trans. Archit. Code Optim., 2021

Exact Neural Networks from Inexact Multipliers via Fibonacci Weight Encoding.

William Andrew Simon, Valérian Ray, Alexandre Levisse, Giovanni Ansaloni, Marina Zapater, David Atienza

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

BLADE: An in-Cache Computing Architecture for Edge Devices.

William Andrew Simon, Yasir Mahmood Qureshi, Marco Rios, Alexandre Levisse, Marina Zapater, David Atienza

IEEE Trans. Computers, 2020

A Hybrid Cache HW/SW Stack for Optimizing Neural Network Runtime, Power and Endurance.

William Andrew Simon, Alexandre Levisse, Marina Zapater, David Atienza

Proceedings of the 28th IFIP/IEEE International Conference on Very Large Scale Integration, 2020

2019

An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication.

Marco Rios, William Andrew Simon, Alexandre Levisse, Marina Zapater, David Atienza

Proceedings of the 27th IFIP/IEEE International Conference on Very Large Scale Integration, 2019

Gem5-X: A Gem5-Based System Level Simulation Framework to Optimize Many-Core Platforms.

Yasir Mahmood Qureshi, William Andrew Simon, Marina Zapater, David Atienza, Katzalin Olcoz

Proceedings of the 2019 Spring Simulation Conference, 2019

Functionality Enhanced Memories for Edge-AI Embedded Systems.

Alexandre Levisse, Marco Rios, William Andrew Simon, Pierre-Emmanuel Gaillardon, David Atienza

Proceedings of the 19th Non-Volatile Memory Technology Symposium, 2019

BLADE: A BitLine Accelerator for Devices on the Edge.

William Andrew Simon, Yasir Mahmood Qureshi, Alexandre Levisse, Marina Zapater, David Atienza

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

A Fast, Reliable and Wide-Voltage-Range In-Memory Computing Architecture.

William Andrew Simon, Juan Galicia, Alexandre Levisse, Marina Zapater, David Atienza

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

A Machine Learning-Based Strategy for Efficient Resource Management of Video Encoding on Heterogeneous MPSoCs.

Arman Iranfar, William Andrew Simon, Marina Zapater, David Atienza

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

Thermal characterization of next-generation workloads on heterogeneous MPSoCs.

Arman Iranfar, Federico Terraneo, William Andrew Simon, Leon Dragic, Igor Piljic, Marina Zapater, William Fornaciari, Mario Kovac, David Atienza

Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 2017

1024-Channel 3D ultrasound digital beamformer in a single 5W FPGA.

Federico Angiolini, Aya Ibrahim, William Andrew Simon, Ahmet Caner Yuzuguler, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Single-FPGA complete 3D and 2D medical ultrasound imager.

Aya Ibrahim, William Andrew Simon, Damien Doy, Eliéva Pignat, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli

Proceedings of the 2017 Conference on Design and Architectures for Signal and Image Processing, 2017

2016

Single-FPGA 3D ultrasound beamformer.

Ahmet Caner Yuzuguler, William Andrew Simon, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Single-FPGA, scalable, low-power, and high-quality 3D ultrasound beamformer.

William Andrew Simon, Ahmet Caner Yuzuguler, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli

Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Demo: Efficient delay and apodization for on-FPGA 3D ultrasound.

Ahmet Caner Yuzuguler, William Andrew Simon, Aya Ibrahim, Federico Angiolini, Marcel Arditi, Jean-Philippe Thiran, Giovanni De Micheli

Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016