Applying spiking neural nets to Noise Shaping

IEICE Transactions on Information and Systems

Volumn E88-D, Issue 8, 2005, Pages 1885-1892

  Mayr, Christian ^a   Schüffny, René ^a  

^a DRESDEN UNIVERSITY OF TECHNOLOGY   (Germany)

Author keywords

Neural net optimization with genetic algorithm; Neural noise shaping; Pulse coupled neural nets; Spike pulse processing; Spiking neural net analog digital conversion

Indexed keywords

ANALOG TO DIGITAL CONVERSION; DATA COMMUNICATION SYSTEMS; GENETIC ALGORITHMS; INFORMATION DISSEMINATION; MODULATORS; SIGNAL PROCESSING; SPURIOUS SIGNAL NOISE;

NEURAL NET OPTIMIZATION WITH GENETIC ALGORITHMS; NEURAL NOISE SHAPING; PULSE-COUPLED NEURAL NETS; SPIKING NEURAL NET ANALOG-DIGITAL CONVERSION; SPIKING PULSE PROCESSING;

NEURAL NETWORKS;

EID: 26044434903     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1093/ietisy/e88-d.8.1885     Document Type: Review

References (9)

1. S.R. Norsworthy, R. Schreier, and G.C. Temes, Delta-Sigma Data Converters: Theory, Design, and Simulation, IEEE Press, Piscataway, NJ, 1996.
2. W. Gerstner, "Rapid signal transmission by populations of spiking neurons," International Congress on Artificial Neural Networks (ICANN'99), Conference Publication 470, pp.7-12, IEE, UK, 1999.
3. F. Gabbiani and W. Metzner, "Encoding and processing of sensory information in neuronal spike trains," J. Exper. Biol., vol.202, pp.1267-1279, 1999.
4. J.-T. Marienborg, T.S. Lande, and M. Høvin, "Neuromorphic noise shaping in coupled neuron populations," ISCAS'02, vol.5, pp.26-29, 2002.
5. A. Chipperfield, P. Fleming, H. Pohlheim, and C. Fonseca, Genetic Algorithm Toolbox for Use with Matlab, Version 1.2, Department of Automatic Control and Systems Engineering, University of Sheffield, 1996.
6. C. Coello and A. Carlos, "A short tutorial on evolutionary multiobjective optimization," First International Conference on Evolutionary Multi-Criterion Optimization, LNCS 1993, pp.21-40, March 2001.
7. I. Galton and H.T. Jensen, "Delta-sigma modulator based A/D conversion without oversampling," IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol.42, no.12, pp.773-784, Dec. 1995.
8. W.C. Black, Jr. and D.A. Hodges, "Time interleaved converter arrays," IEEE J. Solid-State Circuits, vol.SC-15, no.6, pp.1022-1029, Dec. 1980.
9. K.O. Stanley and R. Miikkulainen, "Efficient evolution of neural network topologies," Proc. 2002 Congress on Evolutionary Computation (CEC'02), IEEE, Piscataway, NJ, 2002.