Face-voice association towards multimodal-based authentication using modulated spike-time dependent learning

• Main Authors: Yusoff, Nooraini, Ibrahim, Mohammed Fadhil
• Format: Conference or Workshop Item
• Language: English
• Published: 2015
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://repo.uum.edu.my/15518/1/PID161.pdf; http://repo.uum.edu.my/15518/; http://www.icoci.cms.net.my/proceedings/2015/TOC.html
• Institution: Universiti Utara Malaysia

We propose a reward based learning to associate face and voice stimuli. In particular, we implement learning in a spiking neural network paradigm using modulated spike-time dependent plasticity (STDP).The face and voice stimuli are paired with a temporal delay, and the network is trained to associ...