Title :
A conceptual interpretation of spurious memories in the Hopfield-type neural network
Author :
Jang, Ju-Seog ; Kim, Myung Won ; Lee, Youngjik
Author_Institution :
Electron. & Telecommun. Res. Inst., Taejeon, South Korea
Abstract :
It is shown that the spurious memories are represented as logical combinations of the learned memories. By assigning a conceptual interpretation to each learned memory, the spurious memories can be interpreted as novel conceptual knowledge created by the network. It is proposed that the generation of spurious memories be considered a primitive creativity that the simple network exhibits in high-level information processing
Keywords :
Hebbian learning; Hopfield neural nets; knowledge representation; Hopfield-type neural network; conceptual interpretation; conceptual knowledge; creativity; learned memories; spurious memories; Art; Artificial intelligence; Artificial neural networks; Cities and towns; Hopfield neural networks; Information processing; Intelligent networks; Neural networks; Neurons; Samarium;
Conference_Titel :
Neural Networks, 1992. IJCNN., International Joint Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
0-7803-0559-0
DOI :
10.1109/IJCNN.1992.287210
