Search Results - "backpropagation algorithm"

The backpropagation algorithm implemented on spiking neuromorphic hardware by Renner, Alpha, Sheldon, Forrest, Zlotnik, Anatoly, Tao, Louis, Sornborger, Andrew

“… In particular, the workhorse of modern deep learning, the backpropagation algorithm, has proven difficult to translate to neuromorphic hardware…”
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An adaptive backpropagation algorithm for long-term electricity load forecasting by Mohammed, Nooriya A., Al-Bazi, Ammar

“… This study develops an improved ANN model with an Adaptive Backpropagation Algorithm (ABPA) for best practice…”
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An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Plasticity by Whittington, James C R, Bogacz, Rafal

“… An effective and well-known algorithm for computing such changes in synaptic weights is the error backpropagation algorithm…”
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Parameter identification of proton exchange membrane fuel cell via Levenberg-Marquardt backpropagation algorithm by Yang, Bo, Zeng, Chunyuan, Wang, Long, Guo, Yinyuan, Chen, Guanghua, Guo, Zhengxun, Chen, Yijun, Li, Danyang, Cao, Pulin, Shu, Hongchun, Yu, Tao, Zhu, Jiawei

“…It is essential to develop an accurate model of proton exchange membrane fuel cell (PEMFC) for a reliable operation and analysis, in which unknown parameters…”
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Prediction of GPS-TEC on Mw>5 Earthquake Days Using Bayesian Regularization Backpropagation Algorithm by Karatay, Secil, Gul, Saide Eda

“…Detection of earthquake precursor signals a few days before the earthquake day is one of the most studied subjects today. In recent years, a strong correlation…”
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Levenberg‐Marquardt backpropagation algorithm for parameter identification of solid oxide fuel cells by Yang, Bo, Chen, Yijun, Guo, Zhengxun, Wang, Jingbo, Zeng, Chunyuan, Li, Danyang, Shu, Hongchun, Shan, Jieshan, Fu, Ting, Zhang, Xiaoshun

“…Summary Fast and precise identification of several unknown parameters for solid oxide fuel cell (SOFC) models play a critical role in modeling analysis,…”
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Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality by Kim, Jangsaeng, Kwon, Dongseok, Woo, Sung Yun, Kang, Won-Mook, Lee, Soochang, Oh, Seongbin, Kim, Chul-Heung, Bae, Jong-Ho, Park, Byung-Gook, Lee, Jong-Ho

“… We propose the supervised on-chip training method approximating the backpropagation algorithm and the pulse scheme applicable to the hardware-based SNNs with the low memory dependency…”
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Comprehensive Overview of Backpropagation Algorithm for Digital Image Denoising by Singh, Abha, Kushwaha, Sumit, Alarfaj, Maryam, Singh, Manoj

“… In this paper, a comprehensive overview of the backpropagation algorithm for digital image denoising was discussed…”
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A New Correntropy-Based Conjugate Gradient Backpropagation Algorithm for Improving Training in Neural Networks by Heravi, Ahmad Reza, Abed Hodtani, Ghosheh

“…Mean square error (MSE) is the most prominent criterion in training neural networks and has been employed in numerous learning problems. In this paper, we…”
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Intelligent computing for electromagnetohydrodynamic bioconvection flow of micropolar nanofluid with thermal radiation and stratification: Levenberg–Marquardt backpropagation algorithm by Khan, Zeeshan, Alfwzan, Wafa F., Ali, Aatif, Innab, Nisreen, Zuhra, Samina, Islam, Saeed, Asamoah, Joshua Kiddy K.

“…The Levenberg–Marquardt (LM) backpropagation optimization algorithm, an artificial neural network algorithm, is used in this study to perform integrated…”
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Intelligent computing for magnetohydrodynamic micropolar nanofluid with stratification using Levenberg–Marquardt backpropagation algorithm by Haq, Ikram Ul, Shukat, Saira, Ullah, Ikram, Hassan, Waqar Ul, Zhang, Hong-Na, Li, Xiao-Bin, Li, Feng-Chen

“…The magnetohydrodynamic (MHD) micropolar nanofluid with stratification is evaluated in this work by integrated numerical computing using the Levenberg…”
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Prediction of specific wear rate for LM25/ZrO2 composites using Levenberg–Marquardt backpropagation algorithm by Kannaiyan, Mathi, karthikeyan, Govindan, Thankachi Raghuvaran, Jinu Gowthami

“…In this study, the wear estimation capability of RSM and artificial neural network (ANN) modelling techniques are examined and compared in this study. Though…”
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AI Deep Learning Optimization for Compact Dual-Polarized High-Isolation Antenna Using Backpropagation Algorithm by Wu, Duo-Long, Hu, Xiao Jian, Chen, Jin Hao, Ye, Liang Hua, Li, Jian-Feng

“… The method is a building model of multi-input target characteristics and multioutput dimensional variables based on a backpropagation algorithm (MIMO-BP…”
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Generalized backpropagation algorithm for training second‐order neural networks by Fan, Fenglei, Cong, Wenxiang, Wang, Ge

“… In this paper, we develop a general backpropagation algorithm to train the network consisting of second‐order neurons…”
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A multi-layer photonic spiking neural network with a modified backpropagation algorithm for nonlinear classification by Song, Ziwei, Xiang, Shuiying, Zhao, Shihao, Zhang, Yahui, Han, Yanan, Hao, Yue

“…In this work, we construct a fully connected multi-layer photonic spiking neural network (PSNN) based on excitable vertical-cavity surface-emitting lasers with…”
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Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers by Ortega-Zamorano, Francisco, Jerez, Jose M., Urda Munoz, Daniel, Luque-Baena, Rafael M., Franco, Leonardo

“…The well-known backpropagation learning algorithm is implemented in a field-programmable gate array (FPGA) board and a microcontroller, focusing in obtaining…”
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Prediction of Converter Tapping Weight Based on Principal Component Analysis–Whale Optimization Algorithm–Backpropagation Algorithm Neural Network Model by Xue, Chao, Xu, Weili, Bao, Yanping, Zhao, Lihua, Liu, Xin, Zheng, Ruixuan

“… In this study, a principal component analysis–whale optimization algorithm–backpropagation algorithm (PCA–WOA–BP…”
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5 Earthquake Days Using Bayesian Regularization Backpropagation Algorithm by Karatay, Secil, Saide Eda Gul

“…The detection of earthquake precursor signals a few days before the earthquake day is one of the most studied subjects today. In recent years, a strong…”
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Backpropagation Algorithm and its Hardware Implementations: A Review by Kuninti, Shivani, Rooban, S

“…Nowadays, artificial intelligence is gearing up at faster pace. Hardware integration with Artificial Neural Networks (ANN) have paved the way to different…”
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Optimized carbon emission dispatch of power systems based on backpropagation algorithm by Chen, Zhijian, Wang, Haiji, Huang, Lidong, Gan, Xiaojing

“… Optimizing power system dispatch to reduce carbon emissions has become an urgent need. This paper proposes a power system carbon emission optimization dispatch model based on the backpropagation algorithm…”
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