Revisiting the asymmetric binary channel: Joint noise-enhanced detection and information transmission through threshold devices

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5845, Issue , 2005, Pages 50-60

  Amblard, Pierre Olivier ^a   Michel, Olivier J J ^b   Morfu, Savério ^c  

^a ENSIEG   (France)

^b UNIVERSITÉ DE NICE SOPHIA ANTIPOLIS   (France)

^c UNIVERSITÉ DE BOURGOGNE   (France)

Author keywords

Asymmetric binary channel; Capacity; Detection; Mutual information; Noise enhanced processing

Indexed keywords

PROBABILITY; SPURIOUS SIGNAL NOISE;

ASYMMETRIC BINARY CHANNELS; CAPACITY; DETECTION; MUTUAL INFORMATION; NOISE-ENHANCED PROCESSING;

INFORMATION THEORY;

EID: 28444491430     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.609436     Document Type: Conference Paper

References (20)

1. P. JUNG, "Stochastic resonance and optimal design of threshold detectors," Phys. Lett. A 207, pp. 93-104, Oct. 1995.
2. P. JUNG and G. MAYER-KRESS, "Stochastic resonance in threshold devices," Il Nuovo Cimento D 17, p. 827, Aug. 1995.
3. Z. GINGL, L. B. KISS, and F. MOSS, "Nondynamical stochastic resonance: theory and experiments with white and arbitrary coloured noise," Europhys. Lett. 29, pp. 191-196, 1995.
4. M. D. WEESE and W. BIALEK, "Information flow in sensory neurons," Il Nuovo Cimento D 17, pp. 733-741, Aug. 1995.
5. L. GAMMAITONI, "Stochastic resonance and the dithering effect in threshold physical systems," Phys. Rev. E 52, pp. 4691-4698, Nov. 1995.
6. A. BULSARA and A. ZADOR, "Threshold detection of wideband signals: a noise-induced maximum in the mutual information," Phys. Rev. E 54, pp. R2185-R2188, Sept. 1996.
7. W. R. BENNET, "Spectra of quantized signals," Bell Syst. Techn. J. 27, pp. 446-472, July 1948.
8. L. G. ROBERTS, "Picture coding using pseudo-random noise," IRE Trans. on Info. Theory 8, pp. 145-154, Feb. 1962.
9. R. M. GRAY and D. L. NEUHOFF, "Quantization," IEEE Trans. on Information Theory 44, pp. 2325-2383, Oct. 1998.
10. F. CHAPEAU-BLONDEAU, "Noise-enhanced capacity via stochastic resonance in an asymmetric binary channel," Phys. Rev. E 55, pp. 2016-2019, Feb. 1997.
11. L. B. KISH, G. P. HARMER, and D. ABBOTT, "Information transfer rate of neurons: stochastic resonance of shannon's information channel capacity," Fluct. Noise Lett. 1(1), pp. L13-L19, 2001.
12. A. DAS, N. G. STOCKS, A. NIKITIN, and E. L. HINES, "Quantifying stochastic resonance in a single threshold detector for random aperiodic signals," Fluct. Noise Lett. 4(2), pp. L247-L265, 2004.
13. N. G. STOCKS, "Suprathreshold sr in multilevel threshold systems," Phys. Rev. Lett. 84(11), pp. 2310-2313, 2000.
14. N. G. STOCKS, "Information transmission in parallel threshold arrays: suprathreshold stochastic resonance," Phys. Rev. E 63(041114), 2001.
15. N. G. STOCKS and R. MANELLA, "Generic noise-enhanced coding in neuronal arrays," Phys. Rev. E 64(030902(R)), 2001.
16. J. W. C. ROBINSON, J. RUNG, A. R. BULSARA, and M. E. INCHIOSA, "General measures for signal-separation in nonlinear systems," Phys. Rev. E 63, pp. 1-11, Feb. 2000.
17. J. COVER and B. THOMAS, Elements of information thheory, Wiley, 1993.
18. G. C. ORSAK and B. P. PARIS, "On the relationship between measures of discrimination and the performance of suboptimal detectors," IEEE Trans. on Information Theory 41, pp. 188-203, Jan. 1995.
19. M. BASSEVILLE, "Distances measures for signal processing and pattern recognition.," Signal Processing 18, pp. 349-369, 1988.
20. R. P. MORSE and N. G. STOCKS, "Dichotomy between signal detection and information transmission in sensory systems," submitted, 2004.