Title :
A DSWN-Based Specific-Purpose Neural Computing System
Author :
Shoujue, Wang ; Weijun, Li ; Xu, Chen
Author_Institution :
Inst. of Semicond., Chinese Acad. of Sci., Beijing
Abstract :
The double synapse weighted neuron (DSWN) is a kind of general-purpose neuron model, which with the ability of configuring hyper-sausage neuron (HSN). After introducing the design method of hardware DSWN synapse, this paper proposed a DSWN-based specific purpose neural computing device CASSANN-IIspr. As its application, a rigid body recognition system was developed on CASSANN-IIspr, which achieved better performance than RBF-SVMs system
Keywords :
neural nets; double synapse weighted neuron; general-purpose neuron model; hyper-sausage neuron; specific-purpose neural computing system; Artificial neural networks; Clocks; Computer networks; EPROM; Frequency; Hardware; Hypercubes; Neural networks; Neurons; Pattern recognition;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614913
