Abstract
A network of integrate-and-fire units (consisting of five excitatory units and one inhibitory unit) is shown to implement a one dimensional frequency map over one octave (80 – 160Hz). The network has a biologically plausible structure, conforming to Dale’s law, and using plausible synaptic and axonic timings.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
P.S.C. Chumbo. Integrate and fire neural network simulator and bandpass filter. Technical report, Centre for Cognitive and Computational Neuroscience, University of Stirling, Stirling UK, 1997.
U. Ernst, K. Pawelzik, and T. Geisel. Multiple phase clustering of globally pulse coupled neurons with delay. In M. Marinaro and P.G. Morasso, editors, ICANN94-’ Proceedings of the international conference on artificial neural networks, Sorrento, Italy, 26–29 May 1994, pages 1063–1066. Springer-verlag, 1994.
M.J. Hewitt and R. Meddis. A computer-model of amplitude-modulation sensitivity of single units in the inferior colliculus. Journal of the Acoustical Society of America, 95(4):2145–2159, 1994.
M.J. Hewitt, R. Meddis, and T.M. Shackleton. A computer model of a cochlear nucleus stellate cell: responses to amplitude-modulated and pure-tone stimuli. Journal of the Acoustical Society of America, 91(4):2096–2109, 1992.
W. Maass. Networks of spiking neurons: The third generation of neural network models. Neural Networks, 10(9):1659–1671, 1997.
M.I. Miller and M.B. Sachs. Representation of voice pitch in discharge patterns of auditory nerve fibers. Hearing Research, 14:257–279, 1984.
R.E. Mirollo and S.H. Strogatz. Synchronization of pulse-coupled biological oscillators. SIAM J. Applied Mathematics, 50(6):1645–1662, 1990.
A. Nishwitz and H. Glunder. Local lateral inhibition — a key to spike synchronization. Biological Cybernetics, 73(5):389–400, 1995.
A.R. Palmer and I.M. Winter. Cochlear nerve and cochlear nucleus responses to the fundamental frequency of voiced speech sounds and harmonic complex tones. Advances in the Biosciences, 83:231–239, 1992.
J.O. Pickles. An Introduction to the Physiology of Hearing. Academic Press, 2nd edition, 1988.
C.E. Schreiner and G. Langner. Periodicity coding in the inferior colliculus of the cat. ii. topographical organization. Journal of Neurophysiology, 60(6):1823–1840, 1988.
L.S. Smith. Onset-based sound segmentation. In D.S. Touretzky, M.C. Mozer, and M.E. Hasselmo, editors, Advances in Neural Information Processing Systems 8, pages 729–735. MIT Press, 1996.
A. van Schaik, E. Pragnière, and E. Vittoz. A silicon model of amplitude modulation detection in the auditory brainstem. In M.C. Mozer et al., editor, Advances in Neural Information Processing Systems 9, pages 741–747. MIT Press, 1997.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1998 Springer-Verlag London
About this paper
Cite this paper
Smith, L.S. (1998). A One-dimensional Frequency Map Implemented using a Network of Integrate-and-fire Neurons. In: Niklasson, L., Bodén, M., Ziemke, T. (eds) ICANN 98. ICANN 1998. Perspectives in Neural Computing. Springer, London. https://doi.org/10.1007/978-1-4471-1599-1_155
Download citation
DOI: https://doi.org/10.1007/978-1-4471-1599-1_155
Published:
Publisher Name: Springer, London
Print ISBN: 978-3-540-76263-8
Online ISBN: 978-1-4471-1599-1
eBook Packages: Springer Book Archive