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Backpropagation Neural Tree [PDF]

open access: yesNeural Networks, 2022
We propose a novel algorithm called Backpropagation Neural Tree (BNeuralT), which is a stochastic computational dendritic tree. BNeuralT takes random repeated inputs through its leaves and imposes dendritic nonlinearities through its internal connections like a biological dendritic tree would do. Considering the dendritic-tree like plausible biological
Varun Ojha, Giuseppe Nicosia
openaire   +5 more sources

Analisis Spasial Untuk Klasifikasi Pengembangan Tempat Penampungan Sementara Menggunakan Metode Jaringan Syaraf Tiruan

open access: yesJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2022
Garbage is a problem that needs an in-depth study in urban areas because the development of an area has consequences on increasing population density, facilities and infrastructure, public services, and other aspects that impact increasing the volume of ...
Luqman Hakim   +4 more
doaj   +1 more source

Memorized sparse backpropagation [PDF]

open access: yesNeurocomputing, 2020
Accepted to ...
Zhang, Zhiyuan   +4 more
openaire   +2 more sources

INFLATION FORECASTS IN AMBON USING NEURAL NETWORK APPLICATIONS BACKPROPAGATION

open access: yesBarekeng, 2022
An artificial Neural Network is the processing of information systems on certain characteristics which are artificial representations based on human neural networks.
Mozart W Talakua   +3 more
doaj   +1 more source

APPLICATION OF THE BACKPROPAGATION METHOD TO PREDICT RAINFALL IN NORTH SUMATRA PROVINCE

open access: yesBarekeng, 2023
Natural disasters are to blame for the high level of community loss. This is due to the community's lack of information about potential disasters around them. As a result, public understanding of disaster response is extremely low.
Rinjani Cyra Nabila   +3 more
doaj   +1 more source

Image Analysis of Diabetic Retinopathy Disease Based on Artificial Neural Network Algorithms

open access: yesJurnal RESTI (Rekayasa Sistem dan Teknologi Informasi), 2020
Diabetic retinopathy is a complication of diabetes in the form of damage to the retina of the eye. High levels of glucose in the blood are the cause of small capillary blood vessels to rupture and can cause blindness.
Tri Astuti, Gesha Agus Setiawan
doaj   +1 more source

Real-time stability assessment in smart cyber-physical grids: a deep learning approach

open access: yesIET Smart Grid, 2020
The increasing coupling between the physical and communication layers in the cyber-physical system (CPS) brings up new challenges in system monitoring and control.
Farzad Darbandi   +6 more
doaj   +1 more source

Learning cortical hierarchies with temporal Hebbian updates

open access: yesFrontiers in Computational Neuroscience, 2023
A key driver of mammalian intelligence is the ability to represent incoming sensory information across multiple abstraction levels. For example, in the visual ventral stream, incoming signals are first represented as low-level edge filters and then ...
Pau Vilimelis Aceituno   +5 more
doaj   +1 more source

Direct Gradient Calculation: Simple and Variation‐Tolerant On‐Chip Training Method for Neural Networks

open access: yesAdvanced Intelligent Systems, 2021
On‐chip training of neural networks (NNs) is regarded as a promising training method for neuromorphic systems with analog synaptic devices. Herein, a novel on‐chip training method called direct gradient calculation (DGC) is proposed to substitute ...
Hyungyo Kim   +7 more
doaj   +1 more source

METODE KLASIFIKASI JARINGAN SYARAF TIRUAN BACKPROPAGATION PADA MAHASISWA STATISTIKA UNIVERSITAS TERBUKA

open access: yesBarekeng, 2020
Backpropagation Artificial Neural Network (ANN) is an ANN that uses a supervised learning algorithm. The purpose of this study is to determine the parameters and measure the accuracy of the classification accuracy of the student status of the Open ...
Siti Hadijah Hasanah   +1 more
doaj   +1 more source

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