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Shihao Song

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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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On the Mitigation of Read Disturbances in Neuromorphic Inference Hardware

Jan 27, 2022
Ankita Paul, Shihao Song, Twisha Titirsha, Anup Das

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Design Technology Co-Optimization for Neuromorphic Computing

Oct 15, 2021
Ankita Paul, Shihao Song, Anup Das

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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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Improving Inference Lifetime of Neuromorphic Systems via Intelligent Synapse Mapping

Jun 16, 2021
Shihao Song, Twisha Titirsha, Anup Das

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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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On the Role of System Software in Energy Management of Neuromorphic Computing

Mar 22, 2021
Twisha Titirsha, Shihao Song, Adarsha Balaji, Anup Das

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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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