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Nagarajan Kandasamy

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Design-Technology Co-Optimization for NVM-based Neuromorphic Processing Elements

Mar 10, 2022
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy

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A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware

Aug 27, 2021
Shihao Song, M. Lakshmi Varshika, Anup Das, Nagarajan Kandasamy

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DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware

Aug 04, 2021
Shihao Song, Harry Chong, Adarsha Balaji, Anup Das, James Shackleford, Nagarajan Kandasamy

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Dynamic Reliability Management in Neuromorphic Computing

May 05, 2021
Shihao Song, Jui Hanamshet, Adarsha Balaji, Anup Das, Jeffrey L. Krichmar, Nikil D. Dutt, Nagarajan Kandasamy, Francky Catthoor

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NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks

May 04, 2021
Adarsha Balaji, Shihao Song, Twisha Titirsha, Anup Das, Jeffrey Krichmar, Nikil Dutt, James Shackleford, Nagarajan Kandasamy, Francky Catthoor

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Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware

Mar 09, 2021
Twisha Titirsha, Shihao Song, Anup Das, Jeffrey Krichmar, Nikil Dutt, Nagarajan Kandasamy, Francky Catthoor

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Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition

Sep 19, 2020
Adarsha Balaji, Shihao Song, Anup Das, Jeffrey Krichmar, Nikil Dutt, James Shackleford, Nagarajan Kandasamy, Francky Catthoor

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Improving Dependability of Neuromorphic Computing With Non-Volatile Memory

Jun 10, 2020
Shihao Song, Anup Das, Nagarajan Kandasamy

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Compiling Spiking Neural Networks to Neuromorphic Hardware

Apr 07, 2020
Shihao Song, Adarsha Balaji, Anup Das, Nagarajan Kandasamy, James Shackleford

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A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing

Nov 01, 2019
Adarsha Balaji, Shihao Song, Anup Das, Nikil Dutt, Jeff Krichmar, Nagarajan Kandasamy, Francky Catthoor

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