发明名称 METHOD AND APPARATUS FOR DESIGNING EMERGENT MULTI-LAYER SPIKING NETWORKS
摘要 <p>Certain aspects of the present disclosure support a technique for designing an emergent multi-layer spiking neural network. Parameters of the neural network can be first determined based upon desired one or more functional features of the neural network. Then, the one or more functional features can be developed towards the desired functional features as the determined parameters are further adapted, tuned and updated. The parameters can comprise at least one of time constants of neuron circuits of the neural network, time constants of synapse connections of the neural network, timing parameters of the neural network, or timing aspects of learning in the neural network. The one or more functional features can comprise at least one of feature detection in a layer of the multi-layer spiking neural network or saliency detection in another layer of the multi-layer spiking neural network.</p>
申请公布号 WO2014081639(A1) 申请公布日期 2014.05.30
申请号 WO2013US70403 申请日期 2013.11.15
申请人 QUALCOMM INCORPORATED 发明人 ZHENG, THOMAS;HUNZINGER, JASON FRANK
分类号 G06N3/04 主分类号 G06N3/04
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