Design of an efficient spiking neural network for human activity recognition

Human activity recognition (HAR) using Wi-Fi Channel State Information (CSI) has attracted significant interest as an alternative to conventional methods due to its potential to address human privacy concerns. While Long Short-Term Memory (LSTM) models have shown promising results in HAR, their reso...

書誌詳細
第一著者:	Tan, Yee Leong
フォーマット:	学位論文
言語:	英語英語
出版事項:	2024
オンライン･アクセス:	http://eprints.utem.edu.my/id/eprint/27405/1/Design%20of%20an%20efficient%20spiking%20neural%20network%20for%20human%20activity%20recognition.pdf http://eprints.utem.edu.my/id/eprint/27405/2/Design%20of%20an%20efficient%20spiking%20neural%20network%20for%20human%20activity%20recognition.pdf

類似資料

Multi-objective evolutionary algorithms of spiking neural networks
著者:: Saleh, Abdulrazak Yahya
出版事項: (2015)

Parameter optimization of evolving spiking neural network with dynamic population particle swarm optimization
著者:: Md. Said, Nur Nadiah
出版事項: (2018)

Parameter optimization of evolving spiking neural networks using improved firefly algorithm for classification tasks
著者:: Roslan, Farezdzuan
出版事項: (2018)

An efficient and effective convolutional neural network for visual pattern recognition
著者:: Liew, Shan Sung
出版事項: (2016)

Speaker Independent Speech Recognition Using Neural Network
著者:: Tan, Chin Luh
出版事項: (2004)

Backpropagation Neural Network For Colour Recognition
著者:: AL-Naqeeb, Abdul Aziz Hussien
出版事項: (2002)

Hand Gesture Recognition Using Artificial Neural Networks
著者:: Mustafa, Mohd Amrallah
出版事項: (2007)

Developing Hopfield Neural Network For Color Image Recognition
著者:: Mutter, Kussay Nugamesh
出版事項: (2010)

Hand-written character recognition by fuzzy ARTMAP neural network with application to postcode recognition
著者:: Tay, Yong Haur
出版事項: (1997)

Enhanced Conditional Generative Adversarial Network For Handling Subject Variability In Human Activity Recognition
著者:: Jimale, Ali Olow
出版事項: (2023)

Spiking neurons in 3D growing self-organising maps
著者:: Yusob, Bariah
出版事項: (2018)

Rough Neural Networks Architecture For Improving Generalization In Pattern Recognition
著者:: Ali Adlan, Hanan Hassan
出版事項: (2004)

Design and characterization of therapeutic peptides targeting the receptor binding domain of the spike glycoprotein from sars-cov-2
著者:: Ho, Chian
出版事項: (2023)

Human activities recognition under camera position-invariant
著者:: Hosseini, Behnam
出版事項: (2010)

Convolutional neural networks for face recognition and finger-vein biometric identification
著者:: Ahmad Radzi, Syafeeza
出版事項: (2014)

Malaysian License Plate Recognition Algorithm Using Convolutional Neural Network
著者:: Piramli, Muhamad Marzuki
出版事項: (2020)

Comparative Study Between Neural Network And Statistic In Handwritten Digit Recognition
著者:: Noor Azliza, Sabri
出版事項: (2004)

A digital neurohardware implementation of kohonen neural network for pattern recognition
著者:: Cheang, Choen Hoe
出版事項: (2003)

Stochastic computing system hardware design for convolutional neural networks optimized for accuracy area and energy efficiency
著者:: Hamdan, Hamdan Usamah
出版事項: (2020)

Determination of xylazine in drug-spiked drinks using gas chromatography for forensic investigation
著者:: Sadiq, Nabeesathul Sumayya Mohamed
出版事項: (2022)

Multi-modal association learning using spike-timing dependent plasticity (STDP)
著者:: Ibrahim, Mohammed Fadhil
出版事項: (2014)

Case study : an effect of noise in character recognition system using neural network
著者:: Mohamad, Esmawaty
出版事項: (2003)

Offline handwritten character recognition using backpropagation neural network / Masnizah Mohadi
著者:: Mohadi, Masnizah
出版事項: (2005)

Face expression recognition using artificial neural network (ANN) / Mazuraini Ghani
著者:: Ghani, Mazuraini
出版事項: (2005)

Recognition of isolated elements picture using backpropagation neural network / Melati Sabtu
著者:: Sabtu, Melati
出版事項: (2005)

Offline handwriting recognition using Artificial Neural Network and Hidden Markov Model
著者:: Tay, Yong Haur
出版事項: (2002)

Similarity Segmentation Approach For Sensor-Based Human Activity Recognition
著者:: Baraka, Abdulrahman M. A.
出版事項: (2024)

Hybrid feature selection technique for classification of human activity recognition
著者:: Yusup, Norfadzlan
出版事項: (2021)

Task oriented feature extraction for complex human activity recognition
著者:: Wahdeen, Mohammed Mobark Salem
出版事項: (2022)

An efficient anomaly intrusion detection method with evolutionary neural network
著者:: Sarvari, Samira
出版事項: (2020)

License plate recognition using Kohonen neural network algorithm / Norfaeza Mat Noor
著者:: Mat Noor, Norfaeza
出版事項: (2006)

Moving camera automatic number plate recognition using neural network in android platform
著者:: Conny Liew
出版事項: (2019)

Isolated English alphabet speech recognition using wavelet cepstral coefficients and neural network
著者:: Adam, Tarmizi
出版事項: (2014)

Temporal normalization positioning towards recognition of Arabic character speech using neural network
著者:: Abdalhadi, Ibraik S.
出版事項: (2012)

Hand gesture recognition for human-robot interaction
著者:: Tan, Ann Nie
出版事項: (2020)

Class binarization with self-adaptive algorithm to improve human activity recognition
著者:: Zainudin, Muhammad Noorazlan Shah
出版事項: (2018)

Neural-fuzzy for handwritten digits recognition
著者:: Lau, Hui Keng
出版事項: (2003)

Cloning And Expression Of The Spike Protein Of Nephropathogenic Infectious Bronchitis Virus Strain Mh5365/95
著者:: Yap, May Ling
出版事項: (2004)

Cloning and expression of the spike protein of nephropathogenic infectious bronchitis virus strain MH5365/95
著者:: Yap, May Ling
出版事項: (2004)

Neural Network Based Pattern Recognition in Visual Inspection System for Intergrated Circuit Mark Inspection
著者:: Sevamalai, Venantius Kumar
出版事項: (1998)