Title :
Study of digital learning circuit for odor sensing system using 1-bit data stream signal processing circuit
Author :
Nakamoto, T. ; Kawamura, Sadao ; Moriizumi, T.
Author_Institution :
Fac. of Eng., Tokyo Inst. of Technol., Japan
Abstract :
A new architecture of a digital neural network circuit using 1-bit data stream circuit was proposed. It enables the reduction of the number of wires and components in the digital circuit. It was applied to the pattern recognition problem in odor sensing system and successfully classified closely similar patterns of the sensor responses
Keywords :
digital integrated circuits; digital signal processing chips; gas sensors; learning (artificial intelligence); neural chips; neural net architecture; 1-bit data stream signal processing circuit; digital learning circuit; digital neural network circuit architecture; odor sensing system; pattern recognition problem; Circuits; Delta modulation; Digital signal processing; Neural network hardware; Neural networks; Neurons; Pattern recognition; Sensor systems; Wires; Wiring;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.833449
