An input-delay neural-network-based approach for piecewise ECG signal compression

IEEE Transactions on Biomedical Engineering

Volumn 52, Issue 5, 2005, Pages 945-947

  Chatterjee, Amitava ^b   Nait Ali, Amine ^a   Siarry, Patrick ^a  

^a UNIVERSITÉ PARIS EST CRÉTEIL   (France)

^b NONE

Author keywords

ECG compression; Input delay neural networks; Piecewise deconstruction; Time series prediction

Indexed keywords

ALGORITHMS; ELECTROCARDIOGRAPHY; IMAGE RECONSTRUCTION;

COMPRESSION EFFICIENCY; INPUT DELAY NEURAL NETWORKS (IDNN); RECONSTRUCTION CAPABILITY;

NEURAL NETWORKS;

ALGORITHM; ARTICLE; COMPRESSION; ELECTROCARDIOGRAM; INTERMETHOD COMPARISON; NERVE CELL NETWORK; TIME SERIES ANALYSIS;

ALGORITHMS; DATA COMPRESSION; ELECTROCARDIOGRAPHY; HUMANS; NEURAL NETWORKS (COMPUTER); SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 18744414210     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2005.845226     Document Type: Article

References (4)

1. S.-G. Miaou, H.-L. Yen, and C.-L. Lin, "Wavelet-based ECG compression using dynamic vector quantization with tree codevectors in single codebook," IEEE Trans. Biomed. Eng., vol. 49, pp. 671-680, Jul. 2002.
2. B. A. Rajoub, "An efficient coding algorithm for the compression of ECG signals using the wavelet transform," IEEE Trans. Biomed. Eng., vol. 49, no. 4, pp. 355-362, Apr. 2002.
3. D. S. Clouse, C. L. Giles, B. G. Home, and G. W. Cottrel, "Time-delay neural networks: Representation and induction of finite state machines," IEEE Trans. Neural Netw., no. 5, pp. 1065-1070, Sep. 1998.
4. MIT-BIH Arrhythmia Database [Online]. Available: http://www.physionet. org/physiobank/database/mitdb/