Biresh Kumar Joardar

Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems

Biresh Kumar Joardar, Ryan Kim, Janardhan Rao Doppa et al. · IEEE Transactions on Computers · 2018 · 65 citations · Full text

Cluster Computing, Heterogeneous Computing, Engineering +17

AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture

Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 49 citations

Convolutional Neural Network, Machine Vision, Machine Learning +15

Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise

Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar et al. · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2021 · 44 citations

Pareto Set, Machine Learning, Engineering +18

MOOS

Aryan Deshwal, Nitthilan Kannappan Jayakodi, Biresh Kumar Joardar et al. · ACM Transactions on Embedded Computing Systems · 2019 · 27 citations · Full text

Design Space Exploration, Heterogeneous Computing, Manycore Systems +12

Performance and Accuracy Tradeoffs for Training Graph Neural Networks on ReRAM-Based Architectures

Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2021 · 22 citations

Engineering, Machine Learning, Computer Architecture +18