Browsing by Author "Dutt, Nikil"
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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 Data-reuse-driven energy-aware cosynthesis of scratch pad memory and hierarchical bus-based communication architecture for multiprocessor streaming applications
;Issenin, Ilya ;Brockmeyer, Erik ;Durinck, BartDutt, NikilJournal article2008, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, (27) 8, p.1439-1452Publication DRDU: a data reuse analysis technique for efficient scratch pad memory management
;Issenin, Ilya ;Brockmeyer, Erik ;Miranda Corbalan, MiguelDutt, NikilJournal article2007-04, ACM Transactions on Design Automation of Electronic Systems (TODAES), (12) 2, p.article 15Publication 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 Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware
;Titirsha, Twisha ;Song, Shihao ;Das, Anup ;Krichmar, Jeffrey ;Dutt, NikilKandasamy, NagarajanJournal article2022, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, (33) 2, p.288-301Publication 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 Unsupervised heart-rate estimation in wearables with liquid states and a probabilistic readout
Journal article2018, Neural Networks, 99, p.134-147