Browsing by Author "Balaji, Adarsha"
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Publication A framework to explore workload-specific performance and lifetime trade-offs in nNeuromorphic computing
;Balaji, Adarsha ;Song, Shihao ;Das, Anup ;Dutt, Nikil ;Krichmar, JeffKandasamy, NagarajanJournal article2019, IEEE Computer Architecture Letters, (18) 2, p.149-152Publication Dynamic Reliability Management in Neuromorphic Computing
;Song, Shihao ;Hanamshet, Jui ;Balaji, Adarsha ;Das, Anup ;Krichmar, Jeffrey L.Dutt, Nikil D.Journal article2021, ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, (17) 4, p.Art. 63Publication Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
;Balaji, Adarsha ;Song, Shihao ;Das, Anup ;Krichmar, Jeff ;Dutt, NikilKandasamy, NJournal article2021, IEEE EMBEDDED SYSTEMS LETTERS, (13) 3, p.142-145Publication Exploration of segmented bus as scalable global interconnect for neuromorphic computing
Proceedings paper2019, GLSVLSI '19: Proceedings of the 2019 on Great Lakes Symposium on VLSI, 1/05/2019Publication Mapping spiking neural networks to neuromorphic hardware
;Balaji, Adarsha ;Das, Anup ;Wu, Yuefeng ;Huynh, Khanh ;Dell' Anna, FrancescoIndiveri, GiacomoJournal article2020, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, (28) 1, p.76-86Publication NeuSB: A Scalable Interconnect Architecture for Spiking Neuromorphic Hardware
Journal article2023, IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, (11) 2, p.373-387Publication Power-accuracy trade-offs for heartbeat classification on neural networks hardware
Journal article2018, Journal of Low Power Electronics, (14) 4, p.508-519Publication PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network
;Balaji, Adarsha ;Adiraju, Prathyusha ;Kashyap, Hirak J. ;Das, AnupKrichmar, Jeffrey L.Proceedings paper2020, International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI), JUL 19-24, 2020