| Energy-Efficient Convolutional Neural Networks with Deterministic Bit-Stream Processing SR Faraji, MH Najafi, B Li, K Bazargan, DJ Lilja The 2019 Design, Automation, and Test in Europe (DATE), 2019 | 77 | 2019 |
| Using stochastic computing to reduce the hardware requirements for a restricted Boltzmann machine classifier B Li, MH Najafi, DJ Lilja Proceedings of the 2016 ACM/SIGDA International Symposium on Field …, 2016 | 75 | 2016 |
| Neural network classifiers using stochastic computing with a hardware-oriented approximate activation function B Li, Y Qin, B Yuan, DJ Lilja 2017 IEEE International Conference on Computer Design (ICCD), 97-104, 2017 | 43 | 2017 |
| Exploring Performance Characteristics of the Optane 3D Xpoint Storage Technology J Yang, B Li, D Lilja ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2020 | 40 | 2020 |
| Sliding Look-Back Window Assisted Data Chunk Rewriting for Improving Deduplication Restore Performance Z Cao, S Liu, F Wu, G Wang, B Li, DHC Du The 17th USENIX Conference on File and Storage Technologies (FAST '19), 2019 | 40 | 2019 |
| An FPGA implementation of a restricted boltzmann machine classifier using stochastic bit streams B Li, MH Najafi, DJ Lilja 2015 IEEE 26th International Conference on Application-specific Systems …, 2015 | 39 | 2015 |
| Quantized Neural Networks with New Stochastic Multipliers B Li, MH Najafi, B Yuan, DJ Lilja 19th International Symposium on Quality Electronic Design (ISQED 2018), 2018 | 34 | 2018 |
| Towards Theoretical Cost Limit of Stochastic Number Generators for Stochastic Computing M Yang, B Li, DJ Lilja, B Yuan, W Qian IEEE Computer Society Annual Symposium on VLSI, 2018 | 32 | 2018 |
| Data Management Design for Interlaced Magnetic Recording F Wu, B Zhang, Z Cao, H Wen, B Li, J Diehl, G Wang, DHC Du 10th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 18), 2018 | 28 | 2018 |
| A survey of blockchain data management systems Q Wei, B Li, W Chang, Z Jia, Z Shen, Z Shao ACM Transactions on Embedded Computing Systems (TECS) 21 (3), 1-28, 2022 | 23 | 2022 |
| {ZoneAlloy}: Elastic Data and Space Management for Hybrid {SMR} Drives F Wu, B Li, Z Cao, B Zhang, MH Yang, H Wen, DHC Du 11th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage 19), 2019 | 22 | 2019 |
| Kinetic Action: Performance Analysis of Integrated Key-Value Storage Devices vs. LevelDB Servers M Minglani, J Diehl, X Cao, B Li, D Park, DJ Lilja, DHC Du IEEE 23rd International Conference on Parallel and Distributed Systems (IEEE …, 2017 | 22 | 2017 |
| Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks B Li, MH Najafi, D Lilja US Patent App. 62/817,343, 2019 | 21 | 2019 |
| Low-Cost Stochastic Hybrid Multiplier for Quantized Neural Networks B Li, MH Najafi, D Lilja ACM Journal on Emerging Technologies in Computing Systems, 2019 | 21 | 2019 |
| HAML-SSD: A Hardware Accelerated Hotness-Aware Machine Learning based SSD Management B Li, C Deng, J Yang, D Lilja, B Yuan, D Du International Conference On Computer Aided Design, 2019 | 18 | 2019 |
| Spin-Hall-Effect based Stochastic Number Generator for Parallel Stochastic Computing J Hu, B Li, C Ma, D Lilja, S Koester IEEE Transactions on Electron Devices, 2019 | 17 | 2019 |
| Neural Network Classifiers using a Hardware-based Approximate Activation Function with a Hybrid Stochastic Multiplier B Li, Y Qin, B Yuan, D Lilja ACM Journal on Emerging Technologies in Computing Systems 15 (1), 2019 | 15 | 2019 |
| Tracklace: Data management for interlaced magnetic recording F Wu, B Li, B Zhang, Z Cao, J Diehl, H Wen, DHC Du IEEE Transactions on Computers 70 (3), 347-358, 2020 | 14 | 2020 |
| Accelerating Deterministic Bit-Stream Computing with Resolution Splitting MH Najafi, SR Faraji, B Li, DJ Lilja, K Bazargan ISQED 2019, The 20th International Symposium on Quality Electronic Design, 2019 | 14 | 2019 |
| Can We Store the Whole World's Data in {DNA} Storage? B Li, NY Song, L Ou, DHC Du 12th USENIX workshop on hot topics in storage and file systems (hotstorage 20), 2020 | 13 | 2020 |
David J. LiljaProfessor Emeritus of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
