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Biresh Kumar Joardar
Biresh Kumar Joardar
Duke University
Computer science
Resistive random-access memory
deep neural networks
Computation
execution time
5
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5
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Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet
2022
IEEE Transactions on Computer-aided Design of Integrated Circuits and Systems
Chukwufumnanya Ogbogu
Aqeeb Iqbal Arka
Biresh Kumar Joardar
Janardhan Rao Doppa
Hai Li
Krishnendu Chakrabarty
Partha Pratim Pande
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3D++: Unlocking the Next Generation of High-Performance and Energy-Efficient Architectures using M3D Integration
2021
DATE | Design, Automation, and Test in Europe
Biresh Kumar Joardar
Aqeeb Iqbal Arka
Janardhan Rao Doppa
Partha Pratim Pande
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Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators
2021
ACM Transactions in Embedded Computing Systems
Biresh Kumar Joardar
Janardhan Rao Doppa
Hai Li
Krishnendu Chakrabarty
Partha Pratim Pande
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ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks
2021
DATE | Design, Automation, and Test in Europe
Aqeeb Iqbal Arka
Janardhan Rao Doppa
Partha Pratim Pande
Biresh Kumar Joardar
Krishnendu Chakrabarty
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Performance and Accuracy Tradeoffs for Training Graph Neural Networks on ReRAM-Based Architectures
2021
IEEE Transactions on Very Large Scale Integration Systems
Aqeeb Iqbal Arka
Biresh Kumar Joardar
Janardhan Rao Doppa
Partha Pratim Pande
Krishnendu Chakrabarty
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