A Low-Power Network for On-Line Diagnosis of Heart Patients

IEEE Micro

Volumn 15, Issue 3, 1995, Pages 18-25

  Coggins, Richard ^a   Jabri, Marwan ^a   Flower, Barry ^a   Pickard, Stephen ^a  

^a UNIVERSITY OF SYDNEY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ANALOG VLSI NEURAL NETWORK; CARDIAC ARRHYTHMIAS; IMPLANTABLE CARDIOVERTER DEFIBRILLATORS; INTRACARDIAC ELECTROGRAMS;

ANALOG COMPUTERS; ANALOG TO DIGITAL CONVERSION; CARDIOLOGY; COMPUTER AIDED DIAGNOSIS; DEFIBRILLATORS; VLSI CIRCUITS;

NEURAL NETWORKS;

EID: 0029327160     PISSN: 02721732     EISSN: None     Source Type: Journal    
DOI: 10.1109/40.387678     Document Type: Article

References (12)

1. P.H.W. Leong and M. Jabri, “MATIC—An Intracardiac Tachycardia Classification System,” Pacing & Clinical Electrophysiology, Vol. 15, Sept. 1992, pp. 1317–1331.
2. D. Lin, L.A. Dicarlo, and J.M. Jenkins, “Identification of Ventricular Tachycardia Using Intracavitary Electrograms: Analysis of Time and Frequency Domain Patterns,” Pacing & Clinical Electrophysiology, Vol. 11, Pt. 1, Nov. 1988, pp. 1592–1606.
3. K. Kusumoto et al., “A 10bit 20MHz 30mW Pipelined Interpolating ADC,” Proc. Solid-State Circuits Conf., Digest of Tech. Papers, IEEE, Piscataway, N.J., 1993, pp. 62–63.
4. H.A. Castro, S.M. Tam, M.A. Holler, “Implementation and Performance of an Analogue Nonvolatile Neural Network,” Analogue Integrated Circuits and Signal Processing, Vol. 4, No. 2, Sept. 1993, pp. 97–113.
5. P.H.W. Leong, Arrhythmia Classification Using Low Power VLSI, Appendix B, PhD thesis, University of Sydney, 1992.
6. C.N. Berglund, “Analog Performance Limitations of Charge-Transfer Dynamic Shift Registers,” IEEE J. Solid-State Circuits, Vol. SC-6, No. 6, Dec. 1971, pp. 391–394.
7. R.J. Coggins and M.A. Jabri, “WATTLE: A Trainable Gain Analogue VLSI Neural Network,” Advances in Neural Information Processing System 6, J.D. Cowan, G. Tesauro, and J. Alspector, eds., Morgan Kaufmann Publishers, San Francisco, 1994, pp. 874–881.
8. M.A. Jabri, E.A. Tinker, and L. Leerink, “MUME—A Multi-Net-Multi-Architecture Neural Simulation Environment,” Neural Network Simulation Environments, J. Skrzypek, ed., Kluwer Academic Publications, Boston, 1994, pp. 229–247.
9. M. Jabri, “Practical Performance of Analogue Multilayer Perceptron Training Algorithms,” tech. report, SEDAL, Dept. of Electrical Engineering, Univ. of Sydney, 1994.
10. B. Flower and M. Jabri, “Summed Weight Neuron Perturbation: An O(N) Improvement Over Weight Perturbation,” Advances in Neural Information Processing System 5, S.J. Hanson, J.D. Cowan, and C.L. Giles, eds., Morgan Kaufmann Publishers, San Francisco, 1993, pp. 212–219.
11. E.A. Tinker, “The SPASM Algorithm for Ventricular Lead Timing and Morphology Classification,” SEDAL ICEG-RPT-016-92, Dept. Electrical Engineering, Univ. of Sydney, 1992.
12. Y.S. Abu-Mostafa, “Hints and the VC Dimension,” Neural Computation, Vol. 5, No. 2, Mar. 1993, pp. 278–288.