Search Results for author: Biresh Kumar Joardar

Found 2 papers, 1 papers with code

FARe: Fault-Aware GNN Training on ReRAM-based PIM Accelerators

no code implementations19 Jan 2024 Pratyush Dhingra, Chukwufumnanya Ogbogu, Biresh Kumar Joardar, Janardhan Rao Doppa, Ananth Kalyanaraman, Partha Pratim Pande

Experimental results demonstrate that FARe framework can restore GNN test accuracy by 47. 6% on faulty ReRAM hardware with a ~1% timing overhead compared to the fault-free counterpart.

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

1 code implementation20 Oct 2018 Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu

Our results show that these generalized 3D NoCs only incur a 1. 8% (36-tile system) and 1. 1% (64-tile system) average performance loss compared to application-specific NoCs.

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