| DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework SE Arda, A Krishnakumar, AA Goksoy, N Kumbhare, J Mack, AL Sartor, ... IEEE Transactions on Computers 69 (8), 1248-1262, 2020 | 59 | 2020 |
| Runtime task scheduling using imitation learning for heterogeneous many-core systems A Krishnakumar, SE Arda, AA Goksoy, SK Mandal, UY Ogras, AL Sartor, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 51 | 2020 |
| COIN: Communication-aware in-memory acceleration for graph convolutional networks SK Mandal, G Krishnan, AA Goksoy, GR Nair, Y Cao, UY Ogras IEEE Journal on Emerging and Selected Topics in Circuits and Systems 12 (2 …, 2022 | 19 | 2022 |
| DAS: Dynamic adaptive scheduling for energy-efficient heterogeneous SoCs AA Goksoy, A Krishnakumar, MS Hassan, AJ Farcas, A Akoglu, ... IEEE Embedded Systems Letters 14 (1), 51-54, 2021 | 19 | 2021 |
| Big-little chiplets for in-memory acceleration of dnns: A scalable heterogeneous architecture G Krishnan, AA Goksoy, SK Mandal, Z Wang, C Chakrabarti, J Seo, ... Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 15 | 2022 |
| GNU Radio and CEDR: Runtime Scheduling to Heterogeneous Accelerators J Mack, S Gener, A Akoglu, J Holtom, A Chiriyath, C Chakrabarti, D Bliss, ... Proceedings of the GNU Radio Conference 7 (1), 2022 | 7 | 2022 |
| A simulation framework for domain-specific system-on-chips: Work-in-progress SE Arda, A NK, AA Goksoy, J Mack, N Kumbhare, AL Sartor, A Akoglu, ... Proceedings of the International Conference on Hardware/Software Codesign …, 2019 | 7 | 2019 |
| Exploiting 2.5 D/3D Heterogeneous Integration for AI Computing Z Wang, J Sun, A Goksoy, SK Mandal, Y Liu, J Seo, C Chakrabarti, ... 2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 758-764, 2024 | 6 | 2024 |
| DTRL: decision tree-based multi-objective reinforcement learning for runtime task scheduling in domain-specific system-on-chips T Basaklar, AA Goksoy, A Krishnakumar, S Gumussoy, UY Ogras ACM Transactions on Embedded Computing Systems 22 (5s), 1-22, 2023 | 6 | 2023 |
| Theoretical validation and hardware implementation of dynamic adaptive scheduling for heterogeneous systems on chip AA Goksoy, S Hassan, A Krishnakumar, R Marculescu, A Akoglu, ... Journal of Low Power Electronics and Applications 13 (4), 56, 2023 | 5 | 2023 |
| CANNON: Communication-Aware Sparse Neural Network Optimization AA Goksoy, G Li, SK Mandal, UY Ogras, R Marculescu IEEE Transactions on Emerging Topics in Computing, 2023 | 5 | 2023 |
| Enabling software-defined rf convergence with a novel coarse-scale heterogeneous processor DW Bliss, T Ajayi, A Akoglu, I Aliyev, T Basaklar, L Belayneh, D Blaauw, ... 2022 IEEE International Symposium on Circuits and Systems (ISCAS), 443-447, 2022 | 5 | 2022 |
| Benchmarking Heterogeneous Integration with 2.5 D/3D Interconnect Modeling Z Wang, J Sun, A Goksoy, SK Mandal, JS Seo, C Chakrabarti, UY Ogras, ... 2023 IEEE 15th International Conference on ASIC (ASICON), 1-4, 2023 | 4 | 2023 |
| Energy-Efficient On-Chip Training for Customized Home-based Rehabilitation Systems AA Goksoy, S An, UY Ogras 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 3 | 2023 |
| FALCON: An FPGA Emulation Platform for Domain-Specific Systems-on-Chip (DSSoCs) A Krishnakumar, H Yu, T Ajayi, AA Goksoy, V Pandey, J Mack, S Hassan, ... IEEE Design & Test, 2023 | 3 | 2023 |
| User-space emulation framework for heterogeneous soc design U Ogras, R Marculescu, A Akoglu, C Chakrabarti, D Bliss, SE Arda, ... WO Patent WO2022087442A1, 2022 | 2 | 2022 |
| HISIM: Analytical Performance Modeling and Design Space Exploration of 2.5 D/3D Integration for AI Computing Z Wang, PS Nalla, J Sun, AA Goksoy, SK Mandal, J Seo, VA Chhabria, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025 | | 2025 |
| Runtime Monitoring of ML-Based Scheduling Algorithms Toward Robust Domain-Specific SoCs AA Goksoy, A Kanani, S Chatterjee, U Ogras IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2024 | | 2024 |
| Energy-Efficient and Communication-Aware Architectures for Accelerating Deep Learning Workloads AA Goksoy, J Lin, UY Ogras 2024 IEEE 37th International System-on-Chip Conference (SOCC), 1-6, 2024 | | 2024 |
| Dynamic adaptive scheduling for energy-efficient heterogeneous systems-on-chip and related aspects C Chakrabarti, U Ogras, A Goksoy, A Krishnakumar, A Akoglu, ... US Patent App. 18/470,177, 2024 | | 2024 |
Umit Yusuf OgrasGene Amdahl Professor, University of Wisconsin-MadisonVerified email at wisc.edu
