lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents
Author:
Affiliation:
1. Institute of Computer Engineering, Technische Universität Wien (TU Wien),Vienna,Austria
2. New York University Abu Dhabi (NYUAD),Division of Engineering,Abu Dhabi,United Arab Emirates
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9891857/9889787/09892948.pdf?arnumber=9892948
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1. SNN4Agents: a framework for developing energy-efficient embodied spiking neural networks for autonomous agents;Frontiers in Robotics and AI;2024-07-26
2. TopSpark: A Timestep Optimization Methodology for Energy-Efficient Spiking Neural Networks on Autonomous Mobile Agents;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01
3. RescueSNN: enabling reliable executions on spiking neural network accelerators under permanent faults;Frontiers in Neuroscience;2023-04-12
4. Mantis: Enabling Energy-Efficient Autonomous Mobile Agents with Spiking Neural Networks;2023 9th International Conference on Automation, Robotics and Applications (ICARA);2023-02-10
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