| On-chip interconnection architecture of the tile processor D Wentzlaff, P Griffin, H Hoffmann, L Bao, B Edwards, C Ramey, ... IEEE micro 27 (5), 15-31, 2007 | 1241 | 2007 |
| Tile64-processor: A 64-core soc with mesh interconnect S Bell, B Edwards, J Amann, R Conlin, K Joyce, V Leung, J MacKay, ... 2008 IEEE International Solid-State Circuits Conference-Digest of Technical …, 2008 | 856 | 2008 |
| Federated learning based on dynamic regularization DAE Acar, Y Zhao, RM Navarro, M Mattina, PN Whatmough, V Saligrama arXiv preprint arXiv:2111.04263, 2021 | 836 | 2021 |
| Computing in parallel processing environments PR Griffin, M Hostetter, A Agarwal, CC Miao, CD Metcalf, B Edwards, ... US Patent 8,738,860, 2014 | 416 | 2014 |
| Scale-sim: Systolic cnn accelerator simulator A Samajdar, Y Zhu, P Whatmough, M Mattina, T Krishna arXiv preprint arXiv:1811.02883, 2018 | 314 | 2018 |
| Micronets: Neural network architectures for deploying tinyml applications on commodity microcontrollers C Banbury, C Zhou, I Fedorov, RM Navarro, U Thakker, D Gope, VJ Reddi, ... arXiv preprint arXiv:2010.11267, 2020 | 272 | 2020 |
| A systematic methodology for characterizing scalability of dnn accelerators using scale-sim A Samajdar, JM Joseph, Y Zhu, P Whatmough, M Mattina, T Krishna 2020 IEEE International Symposium on Performance Analysis of Systems and …, 2020 | 193 | 2020 |
| Sparse: Sparse architecture search for cnns on resource-constrained microcontrollers I Fedorov, RP Adams, M Mattina, P Whatmough Advances in Neural Information Processing Systems 32, 2019 | 191 | 2019 |
| Last level cache (llc) performance of data mining workloads on a cmp-a case study of parallel bioinformatics workloads A Jaleel, M Mattina, B Jacob The Twelfth International Symposium on High-Performance Computer …, 2006 | 179 | 2006 |
| Tarantula: a vector extension to the alpha architecture R Espasa, F Ardanaz, J Emer, S Felix, J Gago, R Gramunt, I Hernandez, ... ACM SIGARCH Computer Architecture News 30 (2), 281-292, 2002 | 151 | 2002 |
| High performance, scalable multi chip interconnect CG Ramey, M Mattina US Patent 9,424,228, 2016 | 132 | 2016 |
| Caching in multicore and multiprocessor architectures A Agarwal, IR Bratt, M Mattina US Patent 7,805,575, 2010 | 119 | 2010 |
| Euphrates: Algorithm-soc co-design for low-power mobile continuous vision Y Zhu, A Samajdar, M Mattina, P Whatmough arXiv preprint arXiv:1803.11232, 2018 | 111 | 2018 |
| TinyLSTMs: Efficient neural speech enhancement for hearing aids I Fedorov, M Stamenovic, C Jensen, LC Yang, A Mandell, Y Gan, ... arXiv preprint arXiv:2005.11138, 2020 | 108 | 2020 |
| Scale-sim: Systolic CNN accelerator A Samajdar, Y Zhu, PN Whatmough, M Mattina, T Krishna CoRR, 2018 | 89 | 2018 |
| Systolic tensor array: An efficient structured-sparse GEMM accelerator for mobile CNN inference ZG Liu, PN Whatmough, M Mattina IEEE Computer Architecture Letters 19 (1), 34-37, 2020 | 88 | 2020 |
| Managing cache memory in a parallel processing environment D Wentzlaff, M Mattina, A Agarwal US Patent 7,882,307, 2011 | 86 | 2011 |
| Debiasing model updates for improving personalized federated training DAE Acar, Y Zhao, R Zhu, R Matas, M Mattina, P Whatmough, ... International conference on machine learning, 21-31, 2021 | 76 | 2021 |
| S2ta: Exploiting structured sparsity for energy-efficient mobile cnn acceleration ZG Liu, PN Whatmough, Y Zhu, M Mattina 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 75 | 2022 |
| Mapping memory in a parallel processing environment D Wentzlaff, M Mattina, A Agarwal US Patent 7,620,791, 2009 | 65 | 2009 |
Paul N WhatmoughQualcomm AI Research, Harvard UniversityEmail verificata su qti.qualcomm.com
