Probabilistic neurotransmitter release for dynamic synapse neural networks and its application on pure tone recognition

2003 ◽  
Vol 114 (4) ◽  
pp. 2331-2332
Author(s):  
Alireza A. Dibazar ◽  
Hassan H. Namarvar ◽  
Sageev George ◽  
Theodore W. Berger
Keyword(s):  
Neural Networks ◽  
Neurotransmitter Release ◽  
Pure Tone ◽  
Dynamic Synapse ◽  
Tone Recognition

A Mathematical Morphological Processing of Spectrograms for the Tone of Chinese Vowels Recognition

2014 ◽  
Vol 571-572 ◽  
pp. 665-671 ◽  
Author(s):  
Sen Xu ◽  
Xu Zhao ◽  
Cheng Hua Duan ◽  
Xiao Lin Cao ◽  
Hui Yan Li ◽  
...  
Keyword(s):  
Neural Networks ◽  
Speech Recognition ◽  
Emotion Recognition ◽  
Recognition Rate ◽  
Morphological Processing ◽  
Speech Emotion Recognition ◽  
Normal Tone ◽  
Tone Recognition ◽  
Tone Signal ◽  
The Neural Networks

As One of Features from other Languages, the Chinese Tone Changes of Chinese are Mainly Decided by its Vowels, so the Vowel Variation of Chinese Tone Becomes Important in Speech Recognition Research. the Normal Tone Recognition Ways are Always Based on Fundamental Frequency of Signal, which can Not Keep Integrity of Tone Signal. we Bring Forward to a Mathematical Morphological Processing of Spectrograms for the Tone of Chinese Vowels. Firstly, we will have Pretreatment to Recording Good Tone Signal by Using Cooledit Pro Software, and Converted into Spectrograms; Secondly, we will do Smooth and the Normalized Pretreatment to Spectrograms by Mathematical Morphological Processing; Finally, we get Whole Direction Angle Statistics of Tone Signal by Skeletonization way. the Neural Networks Stimulation Shows that the Speech Emotion Recognition Rate can Reach 92.50%.

Application of dynamic synapse neural networks on gunshot recognition

2006 ◽  
Vol 120 (5) ◽  
pp. 3139-3139
Author(s):  
Alireza A. Dibazar ◽  
Hyung Ook Park ◽  
Walter M. Yamada ◽  
Theodore W. Berger
Keyword(s):  
Neural Networks ◽  
Dynamic Synapse

scholarly journals A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks

2017 ◽  
Vol 36 (8) ◽  
pp. 1353-1366 ◽  
Author(s):  
Miao Hu ◽  
Yiran Chen ◽  
J. Joshua Yang ◽  
Yu Wang ◽  
Hai Helen Li
Keyword(s):  
Neural Networks ◽  
Spiking Neural Networks ◽  
Dynamic Synapse

Dynamic synapse neural networks with a Gauss–Newton learning method for speech processing

2002 ◽  
Vol 111 (5) ◽  
pp. 2478
Author(s):  
Hassan Heidari Namarvar ◽  
Alireza Afshordi Dibazar ◽  
Theodore W. Berger
Keyword(s):  
Neural Networks ◽  
Speech Processing ◽  
Learning Method ◽  
Dynamic Synapse

Speech enhancement using dynamic synapse neural networks

2003 ◽  
Vol 113 (4) ◽  
pp. 2198-2199
Author(s):  
Hassan H. Namarvar ◽  
Theodore W. Berger
Keyword(s):  
Neural Networks ◽  
Speech Enhancement ◽  
Dynamic Synapse
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