Quantifying neural coding noise in linear threshold models

International IEEE/EMBS Conference on Neural Engineering, NER

Volumn , Issue , 2013, Pages 1127-1130

  Meyer, Arne F ^a   Diepenbrock, Jan Philipp ^b   Ohl, Frank W ^b,c   Anemuller, Jorn ^a  

^a UNIVERSITY OF OLDENBURG   (Germany)

^b LEIBNIZ INSTITUTE FOR NEUROBIOLOGY   (Germany)

^c OTTO VON GUERICKE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ENCODING PROCESS; HIGHLY-CORRELATED; INFERIOR COLLICULUS; LINEAR THRESHOLD MODELS; NEURAL POPULATIONS; SENSORY STIMULUS; SIGNAL DETECTION THEORY; TRADITIONAL APPROACHES;

INFORMATION THEORY; NEURAL NETWORKS;

ACOUSTIC NOISE;

EID: 84897674504     PISSN: 19483546     EISSN: 19483554     Source Type: Conference Proceeding    
DOI: 10.1109/NER.2013.6696136     Document Type: Conference Paper

References (10)

1. H. H. Lim, M. Lenarz, and T. Lenarz, Auditory midbrain implant: a review, Trends Amplif, vol. 13, no. 3, pp. 149-180, Sep 2009.
2. B. T. Meyer and B. Kollmeier, Robustness of spectro-temporal features against intrinsic and extrinsic variations in automatic speech recognition, Speech Communication, vol. 53, no. 5, pp. 753-767, 2011.
3. J. Bach, A. Meyer, D. McElfresh, and J. Anemuller, Automatic classification of audio data using nonlinear neural response models, in Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, 2012, pp. 357-360.
4. M. A. Escabi and C. E. Schreiner, Nonlinear spectrotemporal sound analysis by neurons in the auditory midbrain, J Neurosci, vol. 22, no. 10, pp. 4114-4131, May 2002.
5. E. J. Chichilnisky, A simple white noise analysis of neuronal light responses, Network, vol. 12, no. 2, pp. 199-213, May 2001.
6. T. Sharpee, N. C. Rust, and W. Bialek, Analyzing neural responses to natural signals: maximally informative dimensions, Neural Comput, vol. 16, no. 2, pp. 223-250, Feb 2004.
7. A. Treves and S. Panzeri, The upward bias in measures of information derived from limited data samples, Neural Comput, vol. 7, no. 2, pp. 399-407, Mar. 1995.
8. N. Macmillan and C. Creelman, Detection Theory: A User's Guide. Taylor &Francis, 2004.
9. A. F. Meyer, J.-P. Diepenbrock, F. W. Ohl, and J. Anemuller, unpublished.
10. M. F. K. Happel, M. Jeschke, and F. W. Ohl, Spectral integration in primary auditory cortex attributable to temporally precise convergence of thalamocortical and intracortical input, J Neurosci, vol. 30, no. 33, pp. 11114-11127, Aug 2010.