Evolving spiking neural networks for pattern classification problems

• المؤلف الرئيسي: Shirin Dora
• مؤلفون آخرون: Sundaram Suresh
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2017
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Information systems
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/69608
• المؤسسة: Nanyang Technological University

This thesis focuses on the development of new batch/online learning algorithms for evolving spiking neural networks that can be used for pattern classification problems. The input and output signals of spiking neurons consist of discrete events (spikes) in time. The inherent discontinuous nature of...