Biresh Kumar Joardar
Title
Cited by
Cited by
Year
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
312018
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
182019
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, ...
2017 Eleventh IEEE/ACM International Symposium on Networks-on-Chip (NOCS), 1-8, 2017
152017
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
142018
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
112019
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
102019
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
92020
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
92020
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
52021
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
52019
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
52018
Taming extreme heterogeneity via machine learning based design of autonomous manycore systems
P Bogdan, F Chen, A Deshwal, JR Doppa, BK Joardar, H Li, S Nazarian, ...
Proceedings of the International Conference on Hardware/Software Codesign …, 2019
42019
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
32021
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 Systems, 2021
22021
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
12021
3D++: Unlocking the next generation of high-performance and energy-efficient architectures using M3D integration
BK Joardar, AI Arka, JR Doppa, PP Pande
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 158-163, 2021
12021
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
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, ...
arXiv preprint arXiv:2109.05437, 2021
2021
Machine Learning-Enabled Vertically Integrated Heterogeneous Manycore Systems for Big-Data Analytics
BK Joardar
Washington State University, 2020
2020
A Machine Learning Framework for Multi-Objective Design Space Exploration and Optimization of Manycore Systems
BK Joardar, A Deshwal, JR Doppa, PP Pande
2019 ACM/IEEE 1st Workshop on Machine Learning for CAD (MLCAD), 1-6, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–20