| Ares: A framework for quantifying the resilience of deep neural networks B Reagen, U Gupta, L Pentecost, P Whatmough, SK Lee, N Mulholland, ... 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018 | 349 | 2018 |
| Mlperf training benchmark P Mattson, C Cheng, G Diamos, C Coleman, P Micikevicius, D Patterson, ... Proceedings of Machine Learning and Systems 2, 336-349, 2020 | 331 | 2020 |
| EdgeBERT: Sentence-level energy optimizations for latency-aware multi-task NLP inference T Tambe, C Hooper, L Pentecost, T Jia, EY Yang, M Donato, V Sanh, ... MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 102 | 2021 |
| MASR: A Modular Accelerator for Sparse RNNs U Gupta, B Reagen, L Pentecost, M Donato, T Tambe, AM Rush, GY Wei, ... 2019 28th International Conference on Parallel Architectures and Compilation …, 2019 | 63 | 2019 |
| Logic Compatible High-Performance Ferroelectric Transistor Memory S Dutta, H Ye, A Khanna, YC Luo, L Pentecost, AA Khandker, ... arXiv preprint arXiv:2105.11078, 2021 | 59 | 2021 |
| MaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation L Pentecost, M Donato, B Reagen, U Gupta, S Ma, GY Wei, D Brooks Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019 | 44 | 2019 |
| On-chip deep neural network storage with multi-level eNVM M Donato, B Reagen, L Pentecost, U Gupta, D Brooks, GY Wei Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 40 | 2018 |
| A 16nm 25mm2 SoC with a 54.5x Flexibility-Efficiency Range from Dual-Core Arm Cortex-A53 to eFPGA and Cache-Coherent Accelerators PN Whatmough, SK Lee, M Donato, HC Hsueh, SL Xi, U Gupta, ... 2019 Symposium on VLSI Circuits, C34-C35, 2019 | 39 | 2019 |
| NVMExplorer: A Framework for Cross-Stack Comparisons of Embedded Non-Volatile Memories L Pentecost, A Hankin, M Donato, M Hempstead, GY Wei, D Brooks 2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022 | 25 | 2022 |
| MEMTI: Optimizing On-Chip Nonvolatile Storage for Visual Multitask Inference at the Edge M Donato, L Pentecost, D Brooks, GY Wei IEEE Micro 39 (6), 73-81, 2019 | 15 | 2019 |
| Application-driven design exploration for dense ferroelectric embedded non-volatile memories MM Sharifi, L Pentecost, R Rajaei, A Kazemi, Q Lou, GY Wei, D Brooks, ... 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 13 | 2021 |
| EdgeBERT: Optimizing On-chip inference for multi-task NLP T Tambe, C Hooper, L Pentecost, EY Yang, M Donato, V Sanh, AM Rush, ... | 12 | 2020 |
| Application of Approximate Matrix Multiplication to Neural Networks and Distributed SLAM B Plancher, CD Brumar, I Brumar, L Pentecost, S Rama, D Brooks 2019 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2019 | 8 | 2019 |
| Is the Future Cold or Tall? Design Space Exploration of Cryogenic and 3D Embedded Cache Memory A Hankin, L Pentecost, D Min, D Brooks, GY Wei 2023 IEEE International Symposium on Performance Analysis of Systems and …, 2023 | 2 | 2023 |
| CHAMPVis: Comparative Hierarchical Analysis of Microarchitectural Performance L Pentecost, U Gupta, E Ngan, J Beyer, GY Wei, D Brooks, M Behrisch 2019 IEEE/ACM International Workshop on Programming and Performance …, 2019 | 2 | 2019 |
| A Creative First Assignment in the Modern Graphics Pipeline. E Fourquet, L Pentecost Eurographics (Education Papers), 43-46, 2018 | 2 | 2018 |
| Accelerating dynamically typed languages with a virtual function cache L Pentecost, J Stratton Proceedings of the 2nd International Workshop on Hardware-Software Co-Design …, 2015 | 2 | 2015 |
| Quantifying the impact of data encoding on DNN fault tolerance E Pyne, L Pentecost, U Gupta, GY Wei, D Brooks FASTPATH, 2020 | 1 | 2020 |
| Analytically Modeling NVM Design Trade-Offs L Pentecost, M Donato, A Sriraman, GY Wei, D Brooks Non-Volatile Memories Workshop (Poster), 0 | 1 | |
| NVMSurvey: Recent Advances and Comparative Analysis of Emerging Non-Volatile Memories (eNVMs) S Ghimire, S Kataoka, L Pentecost 2023 IEEE International Symposium on Workload Characterization (IISWC), 229-231, 2023 | | 2023 |
