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

• 主要な著者: Yusoff, Nooraini, Ibrahim, Mohammed Fadhil
• フォーマット: Conference or Workshop Item
• 言語: English
• 出版事項: 2015
• 主題: QA75 Electronic computers. Computer science
• オンライン･アクセス: 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

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...