Reliability-Performance Trade-offs in Neuromorphic Computing

Reliability-Performance Trade-offs in Neuromorphic Computing

International Green and Sustainable Computing Conference (GSC), 2020

26 September 2020

Twisha Titirsha

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Papers citing "Reliability-Performance Trade-offs in Neuromorphic Computing"

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Title
Design-Technology Co-Optimization for NVM-based Neuromorphic Processing ElementsACM Transactions on Embedded Computing Systems (TECS), 2022 Shihao Song Adarsha Balaji Anup Das Nagarajan Kandasamy 114 16 0 10 Mar 2022
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 179 12 0 21 Feb 2022
Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review Phu Khanh Huynh M. L. Varshika A. Paul Murat Isik Adarsha Balaji Anup Das 149 43 0 17 Feb 2022
Design Technology Co-Optimization for Neuromorphic Computing Ankita Paul Shihao Song Anup Das 217 6 0 15 Oct 2021
A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware Shihao Song M. L. Varshika Anup Das Nagarajan Kandasamy 131 31 0 27 Aug 2021
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic HardwareACM Transactions on Embedded Computing Systems (TECS), 2021 Shihao Song Harry Chong Adarsha Balaji Anup Das J. Shackleford Nagarajan Kandasamy 130 36 0 04 Aug 2021
Improving Inference Lifetime of Neuromorphic Systems via Intelligent Synapse Mapping Shihao Song Twisha Titirsha Anup Das 111 13 0 16 Jun 2021
Dynamic Reliability Management in Neuromorphic ComputingACM Journal on Emerging Technologies in Computing Systems (JETC), 2021 Shihao Song Jui Hanamshet Adarsha Balaji Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 159 25 0 05 May 2021
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural NetworksInternational Conference on Systems (ICONS), 2021 Adarsha Balaji Shihao Song Twisha Titirsha Anup Das J. Krichmar N. Dutt J. Shackleford Nagarajan Kandasamy F. Catthoor 142 24 0 04 May 2021
On the Role of System Software in Energy Management of Neuromorphic ComputingACM International Conference on Computing Frontiers (CF), 2021 Twisha Titirsha Shihao Song Adarsha Balaji Anup Das 117 25 0 22 Mar 2021
Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic HardwareIEEE Transactions on Parallel and Distributed Systems (TPDS), 2021 Twisha Titirsha Shihao Song Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 179 49 0 09 Mar 2021
Compiling Spiking Neural Networks to Mitigate Neuromorphic Hardware ConstraintsInternational Green and Sustainable Computing Conference (GSC), 2020 Adarsha Balaji Anup Das 107 16 0 27 Nov 2020
Thermal-Aware Compilation of Spiking Neural Networks to Neuromorphic HardwareInternational Workshop on Languages and Compilers for Parallel Computing (LCPC), 2020 Twisha Titirsha Anup Das 121 23 0 09 Oct 2020
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition Adarsha Balaji Shihao Song Anup Das J. Krichmar N. Dutt J. Shackleford Nagarajan Kandasamy F. Catthoor 113 26 0 19 Sep 2020