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Browsing by Author "Balaji, Adarsha"

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    A framework to explore workload-specific performance and lifetime trade-offs in nNeuromorphic computing

    Balaji, Adarsha
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    Song, Shihao
    ;
    Das, Anup
    ;
    Dutt, Nikil
    ;
    Krichmar, Jeff
    ;
    Kandasamy, Nagarajan
    Journal article
    2019, IEEE Computer Architecture Letters, (18) 2, p.149-152
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    Dynamic Reliability Management in Neuromorphic Computing

    Song, Shihao
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    Hanamshet, Jui
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    Balaji, Adarsha
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    Das, Anup
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    Krichmar, Jeffrey L.
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    Dutt, Nikil D.
    Journal article
    2021, ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, (17) 4, p.Art. 63
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    Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition

    Balaji, Adarsha
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    Song, Shihao
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    Das, Anup
    ;
    Krichmar, Jeff
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    Dutt, Nikil
    ;
    Kandasamy, N
    Journal article
    2021, IEEE EMBEDDED SYSTEMS LETTERS, (13) 3, p.142-145
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    Exploration of segmented bus as scalable global interconnect for neuromorphic computing

    Balaji, Adarsha
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    Wu, Yuefeng
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    Das, Anup
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    Catthoor, Francky  
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    Schaafsma, Siebren  
    Proceedings paper
    2019, GLSVLSI '19: Proceedings of the 2019 on Great Lakes Symposium on VLSI, 1/05/2019
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    Mapping spiking neural networks to neuromorphic hardware

    Balaji, Adarsha
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    Das, Anup
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    Wu, Yuefeng
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    Huynh, Khanh
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    Dell' Anna, Francesco
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    Indiveri, Giacomo
    Journal article
    2020, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, (28) 1, p.76-86
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    NeuSB: A Scalable Interconnect Architecture for Spiking Neuromorphic Hardware

    Balaji, Adarsha
    ;
    Huynh, Phu Khanh
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    Catthoor, Francky  
    ;
    Dutt, Nikil D.
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    Krichmar, Jeffrey L.
    Journal article
    2023, IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, (11) 2, p.373-387
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    Power-accuracy trade-offs for heartbeat classification on neural networks hardware

    Balaji, Adarsha
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    Corradi, Federico  
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    Das, Anup
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    Pande, Sandeep  
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    Schaafsma, Siebren  
    Journal article
    2018, Journal of Low Power Electronics, (14) 4, p.508-519
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    PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network

    Balaji, Adarsha
    ;
    Adiraju, Prathyusha
    ;
    Kashyap, Hirak J.
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    Das, Anup
    ;
    Krichmar, Jeffrey L.
    Proceedings paper
    2020, International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), JUL 19-24, 2020

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