Retraining SNN conversions: CNN to SNN for audio classification tasks

• 主要作者: Chang, John Rong Qi
• 其他作者: Goh Wang Ling
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Software::Software engineering
• 在線閱讀: https://hdl.handle.net/10356/167383
• 機構: Nanyang Technological University

Efficient yet powerful models are in high demand for its portability and affordability. Amongst other methods such as model-pruning, is limiting neural network operations to sparse event-driven spikes: Spiking Neural Networks (SNNs) aims to unravel a new direction in machine learning research. A si...