Networks of the pooling type and optimal quantization

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 3, Issue , 2006, Pages

  Amblard, Pierre Olivier ^a   Zozor, Steeve ^a   Michel, Olivier J J ^b  

^a GIPSA LAB   (France)

^b UNIVERSITÉ DE NICE SOPHIA ANTIPOLIS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION ANALYSIS; MATHEMATICAL MODELS; PROBLEM SOLVING; VECTOR QUANTIZATION;

INFOMAX PROCESSORS; POOLING NETWORKS;

NEURAL NETWORKS;

EID: 33947617745     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. F. RIEKE et. al., Spikes?Exploring the neural code, The MIT Press, 1996.
2. P. DAYAN and L. F. ABOTT, Theoretical Neuroscience. Computational and Mathematical Modeling of Neural Systems, The MIT Press, 2001.
3. W. GERSTNER and W. KISTLER, Spiking Neuron Models, single neurons, populations, plasticity, Cambridge University Press, 2002.
4. N. G. STOCKS, D. ALLINGHAM, and R. P. MORSE, "The application of suprathreshold stochastic resonance to cochlear implant coding," Fluct. Noise Letters, vol. 2, pp. L169-L181, 2002.
5. V. C. ANDERSON, "Digital array phasing," J. Acoust. Soc. Am., vol. 32, pp. 867, 1960.
6. P. RUDNICK, "Small signal detection in the dimus array," J. Acoust. Soc. Am., vol. 32, pp. 971, 1960.
7. V. K. MADISETTI and D. B. WILLIAMS, The digital signal processing handbook, CRC Press, Boca Raton, Fl., 1998.
8. N. G. STOCKS, "Information transmission in parallel threshold arrays: suprathreshold stochastic resonance," Phys. Rev. E, vol.63, no. 041114, 2001.
9. N. G. STOCKS and R. MANELLA, "Generic noise-enhanced coding in neuronal arrays," Phys. Rev. E, vol. 64, no. 030902(R), 2001.
10. A. GERSHO and R.M. GRAY, Vector quantization and signal compression, Kluwer Academic Publishers, 1991.
11. R. M. GRAY and D. L. NEUHOFF, "Quantization," IEEE Trans. on Information Theory, vol. 44, no. 6, pp. 2325-2383, Oct. 1998.
12. S. GRAF and H. LUSCHGY, Foundations of quantization for probability distributions, LNM 1730, Springer-Verlag, 2000.
13. I.S. GRADSTHTEYN and I.M RYSHIK, Tables of integrals, series and products, 4th ed., Academic Press, 1980.
14. M. D. McDONNELL, N. G. STOCKS, C. E. M. PEARCE, and D. ABBOTT, "Point singularities and suprathreshold stochastic resonance in optimal coding," ArXiv/cond-mat/0409528 2004.