Improving Dependability of Neuromorphic Computing With Non-Volatile Memory

10 June 2020

Papers citing "Improving Dependability of Neuromorphic Computing With Non-Volatile Memory"

14 / 14 papers shown

Title
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 27 11 0 21 Feb 2022
Design Technology Co-Optimization for Neuromorphic Computing Ankita Paul Shihao Song Anup Das 35 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 16 27 0 27 Aug 2021
DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware Shihao Song Harry Chong Adarsha Balaji Anup Das J. Shackleford Nagarajan Kandasamy 18 28 0 04 Aug 2021
Improving Inference Lifetime of Neuromorphic Systems via Intelligent Synapse Mapping Shihao Song Twisha Titirsha Anup Das 16 13 0 16 Jun 2021
Dynamic Reliability Management in Neuromorphic Computing Shihao Song Jui Hanamshet Adarsha Balaji Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 20 23 0 05 May 2021
On the Role of System Software in Energy Management of Neuromorphic Computing Twisha Titirsha Shihao Song Adarsha Balaji Anup Das 32 24 0 22 Mar 2021
Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware Twisha Titirsha Shihao Song Anup Das J. Krichmar N. Dutt Nagarajan Kandasamy F. Catthoor 24 40 0 09 Mar 2021
Thermal-Aware Compilation of Spiking Neural Networks to Neuromorphic Hardware Twisha Titirsha Anup Das 32 21 0 09 Oct 2020
Reliability-Performance Trade-offs in Neuromorphic Computing Twisha Titirsha Anup Das 15 20 0 26 Sep 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 32 26 0 19 Sep 2020
A Case for Lifetime Reliability-Aware Neuromorphic Computing Shihao Song Anup Das 11 30 0 04 Jul 2020
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network Adarsha Balaji Prathyusha Adiraju H. Kashyap Anup Das J. Krichmar N. Dutt F. Catthoor 40 48 0 21 Mar 2020
Mapping Spiking Neural Networks to Neuromorphic Hardware Adarsha Balaji Anup Das Yuefeng Wu Khanh Huynh Francesco DellÁnna Giacomo Indiveri J. Krichmar N. Dutt S. Schaafsma F. Catthoor 39 114 0 04 Sep 2019