scholarly journals SNNzkSNARK An Efficient Design and Implementation of a Secure Neural Network Verification System Using zkSNARKs

2020 ◽  
Author(s):  
Zachary Louis DeStefano
Keyword(s):  
Neural Network ◽  
Efficient Design ◽  
Design And Implementation ◽  
Verification System ◽  
Network Verification

Efficient Design of Spiking Neural Network With STDP Learning Based on Fast CORDIC

2021 ◽  
pp. 1-13
Author(s):  
Jiajun Wu ◽  
Yi Zhan ◽  
Zixuan Peng ◽  
Xinglong Ji ◽  
Guoyi Yu ◽  
...  
Keyword(s):  
Neural Network ◽  
Spiking Neural Network ◽  
Efficient Design

Design and implementation of a neural network building block

2002 ◽  
Author(s):  
R.J. Schalkoff ◽  
A.E. Turner ◽  
R. Singh ◽  
K.F. Poole ◽  
S. King ◽  
...  
Keyword(s):  
Neural Network ◽  
Building Block ◽  
Design And Implementation ◽  
Network Building

scholarly journals Identification Of Number Using Artificial Neural Network Backpropagation

2018 ◽  
Vol 215 ◽  
pp. 01011
Author(s):  
Sitti Amalia
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Training Data ◽  
Simulation Test ◽  
Backpropagation Algorithm ◽  
Network Parameter ◽  
Artificial Intelligent ◽  
Design And Implementation ◽  
Network Training ◽  
Artificial Neural

This research proposed to design and implementation system of voice pattern recognition in the form of numbers with offline pronunciation. Artificial intelligent with backpropagation algorithm used on the simulation test. The test has been done to 100 voice files which got from 10 person voices for 10 different numbers. The words are consisting of number 0 to 9. The trial has been done with artificial neural network parameters such as tolerance value and the sum of a neuron. The best result is shown at tolerance value varied and a sum of the neuron is fixed. The percentage of this network training with optimal architecture and network parameter for each training data and new data are 82,2% and 53,3%. Therefore if tolerance value is fixed and a sum of neuron varied gave 82,2% for training data and 54,4% for new data

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