SoftSNN

Author:

Putra Rachmad Vidya Wicaksana1,Hanif Muhammad Abdullah2,Shafique Muhammad2

Affiliation:

1. Technische Universität Wien (TU Wien), Vienna, Austria

2. New York University Abu Dhabi (NYUAD), Abu Dhabi, United Arab Emirates

Funder

Indonesia Endowment Fund for Education (LPDP) Graduate Scholarship

NYUAD Center for CyberSecurity (CCS), funded by Tamkeen

NYUAD Center for Interacting Urban Networks (CITIES), funded by Tamkeen

Publisher

ACM

Reference20 articles.

1. TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip;Akopyan F.;IEEE TCAD,2015

2. Soft Errors in Advanced Computer Systems;Baumann R.;IEEE MDT,2005

3. Q. Chen etal 2021. A 67.5 μJ/Prediction Accelerator for Spiking Neural Networks in Image Segmentation. IEEE TCSII (2021). Q. Chen et al. 2021. A 67.5 μJ/Prediction Accelerator for Spiking Neural Networks in Image Segmentation. IEEE TCSII (2021).

4. Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

5. S. A. El-Sayed et al . 2020 . Spiking Neuron Hardware-Level Fault Modeling. In IOLTS. 1--4. S. A. El-Sayed et al. 2020. Spiking Neuron Hardware-Level Fault Modeling. In IOLTS. 1--4.

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1. Study of Soft Errors in Spiking Neural Network Hardware;International Journal of High Speed Electronics and Systems;2024-07-31

2. SNN4Agents: a framework for developing energy-efficient embodied spiking neural networks for autonomous agents;Frontiers in Robotics and AI;2024-07-26

3. Securing On-Chip Learning: Navigating Vulnerabilities and Potential Safeguards in Spiking Neural Network Architectures;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

4. Signature Driven Post-Manufacture Testing and Tuning of RRAM Spiking Neural Networks for Yield Recovery;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

5. Towards Effective Training of Robust Spiking Recurrent Neural Networks Under General Input Noise via Provable Analysis;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

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