Deep Learning and Modelling of Audio-, Visual-, and Multimodal Audio-Visual Data in Brain-Inspired SNN

Abstract

This chapter presents methods for audio-, visual- and for the integrated audio and visual information processing using brain-inspired SNN architectures such as NeuCube. Case studies are presented for short musical pieces recognition, fast moving object recognition, age-invariant face identification, moving digits recognition and other.