Timothy Martin

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 17

Top Topics

Software Implementation

Sequential Decision Making

Machine Learning

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Timothy Martin, Charlotte Barnes, Gary Gréwal, Shawki Areibi
Integrating Machine-Learning Probes in FPGA CAD: Why and How? IEEE Des. Test 40 (5) (2023)
Timothy Martin, Q. Li, Charlotte Barnes, Gary Gréwal, Shawki Areibi
A Deep-Learning Data-Driven Approach for Reducing FPGA Routing Runtimes. ICFPT (2023)
Timothy Martin, Charlotte Barnes, Gary William Grewal, Shawki Areibi
FPGA Placement: Dynamic Decision Making Via Machine Learning. SBCCI (2023)
P. Esmaeili, Timothy Martin, Shawki Areibi, Gary Gréwal
Guiding FPGA Detailed Placement via Reinforcement Learning. VLSI-SoC (2022)
Umair F. Siddiqi, Timothy Martin, Sam Van Den Eijnden, Ahmed Shamli, Gary Gréwal, Sadiq M. Sait, Shawki Areibi
Faster FPGA Routing by Forecasting and Pre-Loading Congestion Information. MLCAD (2022)
Timothy Martin, C. Barnes, Shawki Areibi, Gary Gréwal
An Adaptive Sequential Decision Making Flow for FPGAs using Machine Learning. ICM (2022)
Timothy Martin, C. Barnes, Gary William Grewal, Shawki Areibi
Integrating Machine-Learning Probes into the VTR FPGA Design Flow. SBCCI (2022)
Abeer Y. Al-Hyari, Hannah Szentimrey, Ahmed Shamli, Timothy Martin, Gary Gréwal, Shawki Areibi
A Deep Learning Framework to Predict Routability for FPGA Circuit Placement. ACM Trans. Reconfigurable Technol. Syst. 14 (3) (2021)
Timothy Martin, Shawki Areibi, Gary Gréwal
Effective Machine-Learning Models for Predicting Routability During FPGA Placement. MLCAD (2021)
Timothy Martin, Gary Gréwal, Shawki Areibi
A Machine Learning Approach to Predict Timing Delays During FPGA Placement. IPDPS Workshops (2021)
Hannah Szentimrey, Abeer Y. Al-Hyari, Jérémy Foxcroft, Timothy Martin, David Noel, Gary William Grewal, Shawki Areibi
Machine Learning for Congestion Management and Routability Prediction within FPGA Placement. ACM Trans. Design Autom. Electr. Syst. 25 (5) (2020)
Dani Maarouf, Ahmed Shamli, Timothy Martin, Gary Gréwal, Shawki Areibi
A Deep-Learning Framework for Predicting Congestion During FPGA Placement. FPL (2020)
Abeer Y. Al-Hyari, Ahmed Shamli, Timothy Martin, Shawki Areibi, Gary Gréwal
An Adaptive Analytic FPGA Placement Framework based on Deep-Learning. MLCAD (2020)
Timothy Martin, Dani Maarouf, Ziad Abuowaimer, Abeer Alhyari, Gary Gréwal, Shawki Areibi
A Flat Timing-Driven Placement Flow for Modern FPGAs. DAC (2019)
Abeer Y. Al-Hyari, Ziad Abuowaimer, Timothy Martin, Gary Gréwal, Shawki Areibi, Anthony Vannelli
Novel Congestion-estimation and Routability-prediction Methods based on Machine Learning for Modern FPGAs. ACM Trans. Reconfigurable Technol. Syst. 12 (3) (2019)
Ziad Abuowaimer, Dani Maarouf, Timothy Martin, Jérémy Foxcroft, Gary Gréwal, Shawki Areibi, Anthony Vannelli
GPlace3.0: Routability-Driven Analytic Placer for UltraScale FPGA Architectures. ACM Trans. Design Autom. Electr. Syst. 23 (5) (2018)
Dani Maarouf, Abeer Alhyari, Ziad Abuowaimer, Timothy Martin, Andrew Gunter, Gary Gréwal, Shawki Areibi, Anthony Vannelli
Machine-Learning Based Congestion Estimation for Modern FPGAs. FPL (2018)
Timothy Martin, Hang Ding, Matthew D'Souza, Mohan Karunanithi
Evaluation of bluetooth low power for physiological monitoring in a home based cardiac rehabilitation program. HIC (2012)
D. Charles Hair, Timothy Martin, Yanhe Jin
TEAM 21: A Framework for the Total Enterprise. WebNet (1999)