TY - GEN
T1 - Accelerated Adaptive Learning Rate
AU - Mellad, Ahmed Nasraden
AU - Hendrantoro, Gamantyo
AU - Wirawan,
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - An artificial neural network (ANN) is a kind of human brain learning method software simulation. ANN is suitable for classification issues and has proven successful in many practical applications. Signal interference, power consumption, and signal noise are the main issues in signal processing research. This paper proposes AALR; this project attempts to develop a neural network demodulator and machine learning technology. As a result of the new concepts, the neural network demodulator processing speed has improved by 88%, increasing output accuracy by 7%.
AB - An artificial neural network (ANN) is a kind of human brain learning method software simulation. ANN is suitable for classification issues and has proven successful in many practical applications. Signal interference, power consumption, and signal noise are the main issues in signal processing research. This paper proposes AALR; this project attempts to develop a neural network demodulator and machine learning technology. As a result of the new concepts, the neural network demodulator processing speed has improved by 88%, increasing output accuracy by 7%.
KW - learning rate
KW - machine learning
KW - neural network demodulator
KW - signal processing
UR - http://www.scopus.com/inward/record.url?scp=85137932666&partnerID=8YFLogxK
U2 - 10.1109/ISITIA56226.2022.9855338
DO - 10.1109/ISITIA56226.2022.9855338
M3 - Conference contribution
AN - SCOPUS:85137932666
T3 - 2022 International Seminar on Intelligent Technology and Its Applications: Advanced Innovations of Electrical Systems for Humanity, ISITIA 2022 - Proceeding
SP - 490
EP - 493
BT - 2022 International Seminar on Intelligent Technology and Its Applications
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 23rd International Seminar on Intelligent Technology and Its Applications, ISITIA 2022
Y2 - 20 July 2022 through 21 July 2022
ER -