Parallel implementation on improved error signal of backpropagation algorithm

The research work presented in this thesis is a continuation of Shamsuddin's work regarding proposed error signal for the backpropagation (BP) algorithm. The main focus is to parallelise Shamsuddin's work in order to improve the speedup of the BP algorithm. The experiments are implemen...

Full description

Bibliographic Details
Main Author:	Mohd Aris, Teh Noranis
Format:	Thesis
Language:	English
Published:	2001
Subjects:	Back propagation (Artificial intelligence) Parallel processing (Electronic computers) Error messages (Computer science)
Online Access:	http://psasir.upm.edu.my/id/eprint/8669/1/FSKTM_2001_10%20IR.pdf

Similar Items

Higher Order Centralised Scale-Invariants for Unconstrained Isolated Handwritten Digits
by: Shamsuddin, Siti Mariyam
Published: (2000)

University entry selection framework using rule-based and back-propagation
by: Maharani, Sitti Syarah
Published: (2015)

Prediction system for determination of hypertension risk using artificial neural network / Nur Izzati Zulkifli
by: Zulkifli, Nur Izzati
Published: (2012)

Alertness and perception gamification in education toward increase student focus / Muhammad Izzat Adnan
by: Adnan, Muhammad Izzat
Published: (2019)

Zakat allocation system using fuzzy logic / Siti Farah Nasehah Mukhlis
by: Siti Farah Nasehah, Mukhlis
Published: (2012)

Invigilation timetabling system using genetic algorithm (GA) / Shahirah Mohamed Hatim
by: Shahirah, Mohamed Hatim
Published: (2011)

Neural Network Preference Learning Approaches For Improving Agent-Based Meeting Scheduling Problems
by: Tang, En Lai
Published: (2007)

Parallel block methods for solving higher order ordinary differential equations directly
by: Omar, Zurni
Published: (1999)

Topology-aware hypergraph based approach to optimize scheduling of parallel applications onto distributed parallel architectures
by: Koohi, Sina Zangbari
Published: (2020)

Implementation of MPI in Python and comparison with other parallel programming techniques
by: Zulkifli, Asmaliza
Published: (2015)

Efficient Sequential and Parallel Routing Algorithms in Optical Multistage Interconnection Network
by: Abduh Kaid, Monir Abdullah
Published: (2005)

Rule-Based system for skin type Self-Assessment (RBSA) / Norfida Abu Bakar
by: Norfida, Abu Bakar
Published: (2010)

Analysis of goal scoring patterns and passing sequences between winning and losing teams in UEFA-EURO 2012 / Muhamad Safiq Saiful Annur
by: Saiful Annur, Muhamad Safiq
Published: (2013)

Optimization of extractive Automatic Text Summarization using Decomposition-based Multi-objective Differential Evolution and parallelization
by: Hazmi Wahab, Muhammad Hafizul
Published: (2024)

Enhancing performance of XTS cryptography mode of operation using parallel design
by: Ahmed Alomari, Mohammad
Published: (2009)

Behavior Recognition In Video Surveillance System For Indoor Public Areas Using Artificial Immune System
by: Abad, Azad
Published: (2008)

The effect of varying kilovoltage (kVp) and tube current (mAs) on the image quality and dose of CTA head phantom / Sity Noor Ayseah Dzulkafli
by: Dzulkafli, Sity Noor Ayseah
Published: (2015)

Modelling of biogas production process with evolutionary artificial neural network and genetic algorithm
by: Fakharudin, Abdul Sahli
Published: (2017)

Satu Rangka Kerja Sistem Pengesanan Ralat dalam Sistem Tahan Rosak
by: Abas, Azizi
Published: (1999)

Artificial intelligence-based tool condition monitoring in robotic incremental sheet forming through vibration, tool wear and surface roughness analyses
by: Ismail, Nazarul Abidin
Published: (2021)

Partitioning techniques and their parallelization for stiff system of ordinary differential equations
by: Othman, Khairil Iskandar
Published: (2007)

A new approach for instance-based schema matching
by: Mahdi, Osamah Abdul Sattar
Published: (2014)

Integrated artificial intelligence-based classification approach for prediction of acute coronary syndrome
by: Salari, Nader
Published: (2014)

Oil palm female inflorescences anthesis stages identification using selected emissivities through thermal imaging and Machine Learning
by: Yousefidashliboroun, Mamehgol
Published: (2022)

Geospatial AI-based approach to assess the spatiotemporal suitability of onshore wind-solar farms in Iraq
by: Sachit, Mourtadha Sarhan Almushattat
Published: (2023)

Pola Penggunaan Perkhidmatan Pesanan Ringkas Dalam Kalangan Pelajar Institusi Pengajian Tinggi
by: Aripin, Norizah
Published: (2004)

Convolutional Long Short-Term Memory for fileless malware detection
by: Kareegalan, Kunaprasan
Published: (2024)

Mobile fever diagnosis expert system / Mohd Nashrullah Zulfakar
by: Mohd Nashrullah, Zulfakar
Published: (2014)

Cellular automation for efficient impulse noise removal and edge detection using graphic processor unit
by: Jalalian, Afsaneh
Published: (2010)

Parallel Block Methods for Solving Ordinary Differential Equations
by: Abdul Majid, Zanariah
Published: (2004)

Backpropagation Neural Network For Colour Recognition
by: AL-Naqeeb, Abdul Aziz Hussien
Published: (2002)

Local search approaches for patient scheduling problem in parallel operating theatre
by: Alimin, Nur Neesha
Published: (2020)

Development of e-nose herb recognition system based on artificial intelligence techniques
by: Mohamad Yusof, Umi Kalsom
Published: (2016)

Agarwood chip grading based on color using image processing and artificialintelligence methods
by: Mad Amin, Mohamad Razi
Published: (2014)

The tuning of error signal for back-propagation algorithms
by: Rengasamy, Renugah
Published: (2008)

Hybrid pre-classification technique – artificial neural network for lightning severity classification
by: Omar, Muhammad Azhar
Published: (2014)

Three-term backpropagation algorithm for classification problem
by: Saman, Fadhlina Izzah
Published: (2006)

Prediction for cardiovascular disease by using artificial neural network system / Nik Anis Nik Ab Rahman
by: Nik Ab Rahman, Nik Anis
Published: (2012)

A collocated multi-mobile collaborative system with hover connectivity initiation and seamless multi-touch interactivity
by: Teo, Rhun Ming
Published: (2018)

The validity of resonant field imaging (RFI) frequency counter in measuring psychological stress levels in comparison with clinical and biological stress markers / Nurul Iwani Abdullah
by: Abdullah, Nurul Iwani
Published: (2015)