| Taskfusion: An efficient transfer learning architecture with dual delta sparsity for multi-task natural language processing Z Fan, Q Zhang, P Abillama, S Shoouri, C Lee, D Blaauw, HS Kim, ... Proceedings of the 50th Annual International Symposium on Computer …, 2023 | 10 | 2023 |
| HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator SR Faraji, P Abillama, G Singh, K Bazargan 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020 | 9 | 2020 |
| 29.3 an 8.09 tops/w neural engine leveraging bit-sparsified sign-magnitude multiplications and dual adder trees H An, Y Chen, Z Fan, Q Zhang, P Abillama, HS Kim, D Blaauw, ... 2023 IEEE International Solid-State Circuits Conference (ISSCC), 422-424, 2023 | 8 | 2023 |
| Low-cost approximate constant coefficient hybrid binary-unary multiplier for DSP applications SR Faraji, P Abillama, K Bazargan 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020 | 7 | 2020 |
| Approximate constant-coefficient multiplication using hybrid binary-unary computing for FPGAs SR Faraji, P Abillama, K Bazargan ACM Transactions on Reconfigurable Technology and Systems (TRETS) 15 (3), 1-25, 2021 | 6 | 2021 |
| Htnn: Deep learning in heterogeneous transform domains with sparse-orthogonal weights Y Chen, B Liu, P Abillama, HS Kim 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 3 | 2021 |
| RoboVisio: A Micro-Robot Vision Domain-Specific SoC for Autonomous Navigation Enabling Fully-on-Chip Intelligence via 2-MB eMRAM Q Zhang, Z Fan, H An, Z Wang, Z Li, G Wang, P Abillama, HS Kim, ... IEEE Journal of Solid-State Circuits, 2024 | 2 | 2024 |
| SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights P Abillama, Z Fan, Y Chen, H An, Q Zhang, S Choi, D Blaauw, D Sylvester, ... 2023 IEEE 34th International Conference on Application-specific Systems …, 2023 | 1 | 2023 |
| A 22nm 9.51 TOPS/W Neural Engine with 2MB MRAM Leveraging Sparse-Orthogonal Walsh-Hadamard Transform Computations and Dynamic Power Gating P Abillama, Q Zhang, Z Fan, H An, KY Chen, Y Chen, D Blaauw, ... 2024 IEEE European Solid-State Electronics Research Conference (ESSERC), 25-28, 2024 | | 2024 |
| AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices Z Fan, Q Zhang, H An, B Xu, L Xu, CW Tseng, Y Peng, A Bejarano-Carbo, ... IEEE Journal of Solid-State Circuits, 2024 | | 2024 |
| Energy Efficient Computations Using Bit-Sparse Data Representations KIM Hun-Seok, D Blaauw, D Sylvester, Y Chen, P Abillama, H An US Patent App. 17/872,715, 2024 | | 2024 |
| Hardware efficient weight structure for sparse deep neural networks D Sylvester, D Blaauw, Y Chen, P Abillama, KIM Hun-Seok US Patent App. 17/674,470, 2023 | | 2023 |
| Utilizing Biostatistical Analysis of Case Management Data to Enhance Future Outcomes of the Youth and AIDS Projects P Abillama, Q Wang, J Stumpf, J Ravdin | | 2018 |
Hun-Seok KimUniversity of MichiganZweryfikowany adres z umich.edu