Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic
Hardware

Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware

9 March 2021

Twisha Titirsha

Nagarajan Kandasamy

Papers citing "Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware"

11 / 11 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 of Many-Core Big Little μBrain for Energy-Efficient Embedded Neuromorphic Computing M. L. Varshika Adarsha Balaji Federico Corradi Anup Das J. Stuijt F. Catthoor 22 24 0 23 Nov 2021
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 8 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 13 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 15 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 27 24 0 22 Mar 2021
Rethinking Non-idealities in Memristive Crossbars for Adversarial Robustness in Neural Networks Abhiroop Bhattacharjee Priyadarshini Panda AAML 20 19 0 25 Aug 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 36 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 31 114 0 04 Sep 2019