Retraining SNN conversions: CNN to SNN for audio classification tasks

• المؤلف الرئيسي: Chang, John Rong Qi
• مؤلفون آخرون: Goh Wang Ling
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Software::Software engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/167383

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...