Multilayer perceptron neural network classification for human vertical ground reaction forces
© 2014 IEEE. In this paper, human motion classification using multilayered neural network is proposed to classify motion signal based on vertical ground resultant force (VGRF). VRGF readings were acquired using an instrumented treadmill. The work presented in this paper seeks to classify six activit...
| Main Authors: | Goh, K., Lim, Hann, Gopalai, A., Chong, Y. |
|---|---|
| Format: | Conference Paper |
| Published: |
2015
|
| Online Access: | http://hdl.handle.net/20.500.11937/19166 |
Similar Items
Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013)
by: Goh, K.L., et al.
Published: (2013)
Analysis of algorithms variation in multilayer perceptron neural network for agarwood oil qualities classification
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017)
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017)
Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification
by: Ahmad, Fadzil
Published: (2017)
by: Ahmad, Fadzil
Published: (2017)
Development of wearable human fall detection system using multilayer perceptron neural network
by: Kerdegari, Hamideh, et al.
Published: (2013)
by: Kerdegari, Hamideh, et al.
Published: (2013)
Pervasive human fall detection and alert system based on multilayer perceptron neural network
by: Kerdegari, Hamideh
Published: (2012)
by: Kerdegari, Hamideh
Published: (2012)
Classification Of Abnormal Cervical Cells Using Hierarchical Multilayered Perceptron Network.
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)
by: Mat Isa, Nor Ashidi, et al.
Published: (2003)
Development Of Human Skin Detection Algorithm Using Multilayer Perceptron Neural Network And Clustering Method
by: Al-Mohair, Hani Kaid Saif
Published: (2017)
by: Al-Mohair, Hani Kaid Saif
Published: (2017)
Classification of COVID-19 symptoms using multilayer perceptron
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
by: Nurulain Nusrah, Mohd Azam, et al.
Published: (2023)
Parkinson’s disease diagnosis and severity assessment using ground reaction forces and neural networks
by: Veeraragavan, Srivardhini, et al.
Published: (2020)
by: Veeraragavan, Srivardhini, et al.
Published: (2020)
Recent advances in meta-heuristic algorithms for training multilayer perceptron neural networks
by: Al-Asaady, Maher Talal, et al.
Published: (2025)
by: Al-Asaady, Maher Talal, et al.
Published: (2025)
Comparison of daily rainfall forecasting using multilayer perceptron neural network model
by: Masngut, Mazwin Arleena, et al.
Published: (2020)
by: Masngut, Mazwin Arleena, et al.
Published: (2020)
A Voting Technique Of Multilayer Perceptron Ensemble For Classification Application
by: Talib, Hafizah
Published: (2014)
by: Talib, Hafizah
Published: (2014)
Implementation Of The Hybrid Multilayered Perceptron Network In Assembly Language.
by: Tan, Kuan Liung, et al.
Published: (2004)
by: Tan, Kuan Liung, et al.
Published: (2004)
Lyapunov theory-based multilayered neural network
by: Lim, Hann, et al.
Published: (2009)
by: Lim, Hann, et al.
Published: (2009)
Classifying The Shape Of Aggregate Using Hybrid Multilayered Perceptron Network.
by: Joret, Ariffuddin, et al.
Published: (2005)
by: Joret, Ariffuddin, et al.
Published: (2005)
Self-organizing map and multilayer perceptron for malay speech recognition
by: Goh, Kia Eng
Published: (2006)
by: Goh, Kia Eng
Published: (2006)
Performance assessment of rotary drilling using non-linear multiple regression analysis and multilayer perceptron neural network
by: Darbor, M., et al.
Published: (2017)
by: Darbor, M., et al.
Published: (2017)
Development of Genetic Algorithms and Multilayer Perceptron Neural Network (Mpnn) Model To Study The Student Performance InThermodynamics
by: K., Kadirgama, et al.
Published: (2009)
by: K., Kadirgama, et al.
Published: (2009)
Water level predictio for Limbang basin using multilayer perceptron (mlp) and radial basis function (rbf) neural network
by: Muhammad Noor Hisyam, Abg Hashim
Published: (2010)
by: Muhammad Noor Hisyam, Abg Hashim
Published: (2010)
Variations in the number of hidden nodes through multilayer perceptron networks to predict cycle time
by: Ahmad Afif, Ahmarofi, et al.
Published: (2020)
by: Ahmad Afif, Ahmarofi, et al.
Published: (2020)
On-Line Modelling And Forecasting Of Carbon Monoxide Concentrations Using Hybird Multilayered Perceptron Network.
by: Raji, Usharani, et al.
Published: (2005)
by: Raji, Usharani, et al.
Published: (2005)
System identification of hammerstein model a quarter car passive suspension systems using Multilayer Perceptron Neural Networks (MPNN)
by: Hanafi, Dirman, et al.
Published: (2005)
by: Hanafi, Dirman, et al.
Published: (2005)
Cardiac abnormality prediction using tansig based multilayer perceptron
by: Mohanty, Sibani Priyadarshini, et al.
Published: (2021)
by: Mohanty, Sibani Priyadarshini, et al.
Published: (2021)
Activation functions performance in multilayer perceptron for time series forecasting
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
by: Nur Haizum, Abd Rahman, et al.
Published: (2024)
Adaboost-multilayer perceptron to predict the student’s performance in software engineering
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2019)
by: Ahmad Firdaus, Zainal Abidin, et al.
Published: (2019)
Function Approximation With
Multilayered Perceptrons Using L1
Criterion
by: Ong , Hong Choon
Published: (2003)
by: Ong , Hong Choon
Published: (2003)
The prediction of undergraduate student performance in chemistry course using multilayer perceptron
by: Che Akmal, Che Yahaya, et al.
Published: (2020)
by: Che Akmal, Che Yahaya, et al.
Published: (2020)
Development of an Isolated Digit Speech Recognition Based on Multilayer Perceptron Model
by: Mohamad Hussin, Ummu Salmah
Published: (2004)
by: Mohamad Hussin, Ummu Salmah
Published: (2004)
Malaysia traffic sign recognition with convolutional neural network
by: Lau, M., et al.
Published: (2015)
by: Lau, M., et al.
Published: (2015)
Running quietly reduces ground reaction force and vertical loading rate and alters foot strike technique
by: Phan, X., et al.
Published: (2016)
by: Phan, X., et al.
Published: (2016)
An improved multilayer perceptron based on wavelet approach for physical time series prediction
by: Ali, Ashikin
Published: (2014)
by: Ali, Ashikin
Published: (2014)
The effects of different degrees of leg length discrepancy on vertical ground reaction force in children and adults: treatment implications
by: F, Mohamed-Saaid, et al.
Published: (2023)
by: F, Mohamed-Saaid, et al.
Published: (2023)
Improving performance of a hyper-heuristic using a multilayer perceptron for vehicle routing
by: Tyasnurita, Raras, et al.
Published: (2015)
by: Tyasnurita, Raras, et al.
Published: (2015)
Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Megat Syahirul Amin, Megat Ali, et al.
Published: (2024)
by: Megat Syahirul Amin, Megat Ali, et al.
Published: (2024)
An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
by: Shah, Habib
Published: (2014)
by: Shah, Habib
Published: (2014)
Ground-Image Plane Mapping for Lane marks detection
by: Lim, King Hann, et al.
Published: (2012)
by: Lim, King Hann, et al.
Published: (2012)
An automated signature generation method for zero-day polymorphic worms based on multilayer perceptron model
by: Mohammed, Mohssen M. Z. E., et al.
Published: (2013)
by: Mohammed, Mohssen M. Z. E., et al.
Published: (2013)
Optimization of abrasive machining of ductile cast iron using nanoparticles : A multilayer perceptron approach
by: Muhammad Safwan, Azmi
Published: (2012)
by: Muhammad Safwan, Azmi
Published: (2012)
Predicting churn: how multilayer perceptron method can help with customer retention in telecom industry
by: Nilam Nur Amir, Sjarif, et al.
Published: (2020)
by: Nilam Nur Amir, Sjarif, et al.
Published: (2020)
Genetic algorithms-based quality of service service selection in cloud computing using multilayer perceptron
by: Mosallanejad, Ahmad, et al.
Published: (2014)
by: Mosallanejad, Ahmad, et al.
Published: (2014)
Similar Items
-
Multilayer perceptrons neural network based web spam detection application
by: Goh, K.L., et al.
Published: (2013) -
Analysis of algorithms variation in multilayer perceptron neural network for agarwood oil qualities classification
by: Nurul Shakila, Ahmad Zubir, et al.
Published: (2017) -
Improved Genetic Algorithm Multilayer Perceptron Network For Data Classification
by: Ahmad, Fadzil
Published: (2017) -
Development of wearable human fall detection system using multilayer perceptron neural network
by: Kerdegari, Hamideh, et al.
Published: (2013) -
Pervasive human fall detection and alert system based on multilayer perceptron neural network
by: Kerdegari, Hamideh
Published: (2012)