| Learning-based application-agnostic 3D NoC design for heterogeneous manycore systems BK Joardar, RG Kim, JR Doppa, PP Pande, D Marculescu, R Marculescu IEEE Transactions on Computers 68 (6), 852-866, 2018 | 66 | 2018 |
| AccuReD: High accuracy training of CNNs on ReRAM/GPU heterogeneous 3-D architecture BK Joardar, JR Doppa, PP Pande, H Li, K Chakrabarty IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 38 | 2020 |
| MOOS: A multi-objective design space exploration and optimization framework for NoC enabled manycore systems A Deshwal, NK Jayakodi, BK Joardar, JR Doppa, PP Pande ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-23, 2019 | 32 | 2019 |
| ReGraphX: NoC-enabled 3D heterogeneous ReRAM architecture for training graph neural networks AI Arka, JR Doppa, PP Pande, BK Joardar, K Chakrabarty 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 25 | 2021 |
| Multi-objective optimization of ReRAM crossbars for robust DNN inferencing under stochastic noise X Yang, S Belakaria, BK Joardar, H Yang, JR Doppa, PP Pande, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 22 | 2021 |
| REGENT: A heterogeneous ReRAM/GPU-based architecture enabled by NoC for training CNNs BK Joardar, B Li, JR Doppa, H Li, PP Pande, K Chakrabarty 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 522-527, 2019 | 22 | 2019 |
| High performance collective communication-aware 3D Network-on-Chip architectures BK Joardar, K Duraisamy, PP Pande 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2018 | 22 | 2018 |
| 3D NoC-enabled heterogeneous manycore architectures for accelerating CNN training: Performance and thermal trade-offs BK Joardar, W Choi, RG Kim, JR Doppa, PP Pande, D Marculescu, ... Proceedings of the Eleventh IEEE/ACM International Symposium on Networks-on …, 2017 | 18 | 2017 |
| Performance and accuracy tradeoffs for training graph neural networks on ReRAM-based architectures AI Arka, BK Joardar, JR Doppa, PP Pande, K Chakrabarty IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (10 …, 2021 | 17 | 2021 |
| GRAMARCH: A GPU-ReRAM based heterogeneous architecture for neural image segmentation BK Joardar, NK Jayakodi, JR Doppa, H Li, PP Pande, K Chakrabarty 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 228-233, 2020 | 17 | 2020 |
| Learning to train CNNs on faulty ReRAM-based manycore accelerators BK Joardar, JR Doppa, H Li, K Chakrabarty, PP Pande ACM Transactions on Embedded Computing Systems (TECS) 20 (5s), 1-23, 2021 | 13 | 2021 |
| High-throughput training of deep CNNs on ReRAM-based heterogeneous architectures via optimized normalization layers BK Joardar, A Deshwal, JR Doppa, PP Pande, K Chakrabarty IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 13 | 2021 |
| NoC-enabled software/hardware co-design framework for accelerating k-mer counting BK Joardar, P Ghosh, PP Pande, A Kalyanaraman, S Krishnamoorthy Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip …, 2019 | 13 | 2019 |
| DARe: DropLayer-aware manycore ReRAM architecture for training graph neural networks AI Arka, BK Joardar, JR Doppa, PP Pande, K Chakrabarty 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 11 | 2021 |
| Design and optimization of heterogeneous manycore systems enabled by emerging interconnect technologies: Promises and challenges BK Joardar, RG Kim, JR Doppa, PP Pande 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 138-143, 2019 | 11 | 2019 |
| Learning to mitigate rowhammer attacks BK Joardar, TK Bletsch, K Chakrabarty 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 564-567, 2022 | 9 | 2022 |
| HeM3D: Heterogeneous Manycore Architecture Based on Monolithic 3D Vertical Integration AI Arka, BK Joardar, RG Kim, DH Kim, JR Doppa, PP Pande ACM Transactions on Design Automation of Electronic Systems (TODAES) 26 (2 …, 2021 | 9 | 2021 |
| Hybrid on-chip communication architectures for heterogeneous manycore systems BK Joardar, JR Doppa, PP Pande, D Marculescu, R Marculescu 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-6, 2018 | 8 | 2018 |
| Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet C Ogbogu, AI Arka, BK Joardar, JR Doppa, H Li, K Chakrabarty, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 7 | 2022 |
| Machine Learning-based Rowhammer Mitigation BK Joardar, TK Bletsch, K Chakrabarty IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 6 | 2022 |
Partha PandeWashington State UniversityVerified email at wsu.edu
