Paul N. Whatmough
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
19
Active years
2010–2024
Best venue rank
A*
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ISPASS | Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator. | Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhou, Paul N. Whatmough, Yuhao Zhu |
| 2023 | ICLR | Efficient Edge Inference by Selective Query. | Anil Kag, Igor Fedorov, Aditya Gangrade, Paul N. Whatmough, Venkatesh Saligrama |
| 2023 | ISLPED | AR-PIM: An Adaptive-Range Processing-in-Memory Architecture. | Teyuh Chou, Fernando Garca-Redondo, Paul N. Whatmough, Zhengya Zhang |
| 2023 | WACV | Fast and Accurate: Video Enhancement Using Sparse Depth. | Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu |
| 2022 | DATE | Super-Efficient Super Resolution for Fast Adversarial Defense at the Edge. | Kartikeya Bhardwaj, Dibakar Gope, James Ward, Paul N. Whatmough, Danny Loh |
| 2022 | HPCA | S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration. | Zhi Gang Liu, Paul N. Whatmough, Yuhao Zhu, Matthew Mattina |
| 2022 | ISSRE | Braum: Analyzing and Protecting Autonomous Machine Software Stack. | Yiming Gan, Paul N. Whatmough, Jingwen Leng, Bo Yu, Shaoshan Liu, Yuhao Zhu |
| 2022 | MICRO | Automatic Domain-Specific SoC Design for Autonomous Unmanned Aerial Vehicles. | Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj, Paul N. Whatmough, Aleksandra Faust, Sabrina M. Neuman, Gu-Yeon Wei, David Brooks, Vijay Janapa Reddi |
| 2021 | FPL | FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access. | Jian Meng, Shreyas Kolala Venkataramanaiah, Chuteng Zhou, Patrick Hansen, Paul N. Whatmough, Jae-sun Seo |
| 2021 | ICLR | Federated Learning Based on Dynamic Regularization. | Durmus Alp Emre Acar, Yue Zhao, Ramon Matas Navarro, Matthew Mattina, Paul N. Whatmough, Venkatesh Saligrama |
| 2021 | ICML | Debiasing Model Updates for Improving Personalized Federated Training. | Durmus Alp Emre Acar, Yue Zhao, Ruizhao Zhu, Ramon Matas Navarro, Matthew Mattina, Paul N. Whatmough, Venkatesh Saligrama |
| 2021 | ISIT | Strong data processing inequality in neural networks with noisy neurons and its implications. | Chuteng Zhou, Quntao Zhuang, Matthew Mattina, Paul N. Whatmough |
| 2021 | MICRO | EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference. | Thierry Tambe, Coleman Hooper, Lillian Pentecost, Tianyu Jia, En-Yu Yang, Marco Donato, Victor Sanh, Paul N. Whatmough, Alexander M. Rush, David Brooks, Gu-Yeon Wei |
| 2020 | ICPR | ISP4ML: The Role of Image Signal Processing in Efficient Deep Learning Vision Systems. | Patrick Hansen, Alexey Vilkin, Yury Krustalev, James Imber, Dumidu S. Talagala, David Hanwell, Matthew Mattina, Paul N. Whatmough |
| 2020 | Interspeech | TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids. | Igor Fedorov, Marko Stamenovic, Carl Jensen, Li-Chia Yang, Ari Mandell, Yiming Gan, Matthew Mattina, Paul N. Whatmough |
| 2020 | ISPASS | A Systematic Methodology for Characterizing Scalability of DNN Accelerators using SCALE-Sim. | Ananda Samajdar, Jan Moritz Joseph, Yuhao Zhu, Paul N. Whatmough, Matthew Mattina, Tushar Krishna |
| 2020 | MICRO | Mesorasi: Architecture Support for Point Cloud Analytics via Delayed-Aggregation. | Yu Feng, Boyuan Tian, Tiancheng Xu, Paul N. Whatmough, Yuhao Zhu |
| 2019 | DAC | On-Chip Memory Technology Design Space Explorations for Mobile Deep Neural Network Accelerators. | Haitong Li, Mudit Bhargava, Paul N. Whatmough, H.-S. Philip Wong |
| 2019 | ISPASS | GeST: An Automatic Framework For Generating CPU Stress-Tests. | Zacharias Hadjilambrou, Shidhartha Das, Paul N. Whatmough, David M. Bull, Yiannakis Sazeides |
| 2019 | MICRO | ASV: Accelerated Stereo Vision System. | Yu Feng, Paul N. Whatmough, Yuhao Zhu |
| 2018 | DAC | Ares: a framework for quantifying the resilience of deep neural networks. | Brandon Reagen, Udit Gupta, Lillian Pentecost, Paul N. Whatmough, Sae Kyu Lee, Niamh Mulholland, David M. Brooks, Gu-Yeon Wei |
| 2018 | ISCA | Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision. | Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul N. Whatmough |
| 2017 | ACSSC | Sub-uJ deep neural networks for embedded applications. | Paul N. Whatmough, Sae Kyu Lee, Gu-Yeon Wei, David M. Brooks |
| 2017 | ICCD | Applications of Deep Neural Networks for Ultra Low Power IoT. | Sreela Kodali, Patrick Hansen, Niamh Mulholland, Paul N. Whatmough, David M. Brooks, Gu-Yeon Wei |
| 2017 | ISLPED | A case for efficient accelerator design space exploration via Bayesian optimization. | Brandon Reagen, Jos Miguel Hernndez-Lobato, Robert Adolf, Michael A. Gelbart, Paul N. Whatmough, Gu-Yeon Wei, David M. Brooks |
| 2016 | ISCA | Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators. | Brandon Reagen, Paul N. Whatmough, Robert Adolf, Saketh Rama, Hyunkwang Lee, Sae Kyu Lee, Jos Miguel Hernndez-Lobato, Gu-Yeon Wei, David M. Brooks |
| 2016 | ISCAS | A low-power correlator for wakeup receivers with algorithm pruning through early termination. | Reza Ghanaatian, Paul N. Whatmough, Jeremy Constantin, Adam Teman, Andreas Burg |
| 2015 | ISLPED | Modeling and characterization of the system-level Power Delivery Network for a dual-core ARM Cortex-A57 cluster in 28nm CMOS. | Shidhartha Das, Paul N. Whatmough, David M. Bull |
| 2015 | ISLPED | Analysis of adaptive clocking technique for resonant supply voltage noise mitigation. | Paul N. Whatmough, Shidhartha Das, David M. Bull |
| 2014 | DATE | Clock-modulation based watermark for protection of embedded processors. | Jedrzej Kufel, Peter R. Wilson, Stephen Hill, Bashir M. Al-Hashimi, Paul N. Whatmough, James Myers |
| 2012 | ASPDAC | Selective time borrowing for DSP pipelines with hybrid voltage control loop. | Paul N. Whatmough, Shidhartha Das, David M. Bull, Izzat Darwazeh |
| 2011 | DAC | Error-resilient low-power DSP via path-delay shaping. | Paul N. Whatmough, Shidhartha Das, David M. Bull, Izzat Darwazeh |
| 2011 | ISCAS | VLSI architecture for a reconfigurable Spectrally Efficient FDM baseband transmitter. | Paul N. Whatmough, Marcus R. Perrett, Safa Isam, Izzat Darwazeh |
| 2010 | ISCAS | A robust FIR filter with in situ error detection. | Paul N. Whatmough, Izzat Darwazeh, David M. Bull, Shidhartha Das, Danny Kershaw |