Matthew Mattina

Vice President, Tenstorrent

Joined

February 2020

Names

Matthew Mattina (Preferred)

Emails

****@arm.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Vice President

Tenstorrent (tenstorrent.com)

2022 – Present

Senior Director

arm (arm.com)

2015 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Hardware

Present

Publications

On the effects of quantisation on model uncertainty in bayesian neural networks
Martin Ferianc, Partha Maji, Matthew Mattina, Miguel R. D. Rodrigues
- 26 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units
Igor Fedorov, Ramon Matas, Hokchhay Tann, Chuteng Zhou, Matthew Mattina, Paul Whatmough
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
MicroNets: Neural Network Architectures for Deploying TinyML Applications on Commodity Microcontrollers
Colby Banbury, Chuteng Zhou, Igor Fedorov, Ramon Matas Navarro, Urmish Thakker, Dibakar Gope, Vijay Janapa Reddi, Matthew Mattina, Paul Whatmough
- 16 Jul 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Federated Learning Based on Dynamic Regularization
Durmus Alp Emre Acar, Yue Zhao, Ramon Matas, Matthew Mattina, Paul Whatmough, Venkatesh Saligrama
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Oral
- Readers: Everyone

Co-Authors