A model of stimulus-specific adaptation in neuromorphic aVLSI

2010 IEEE Biomedical Circuits and Systems Conference, BioCAS 2010

Volumn , Issue , 2010, Pages 266-269

  Mill, Robert ^a   Sheik, Sadique ^b   Indiveri, Giacomo ^b   Denham, Susan L ^a  

^a UNIVERSITY OF PLYMOUTH   (United Kingdom)

^b UNIVERSITY OF ZURICH   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL NEURON; EXTERNAL STIMULUS; HARDWARE SYSTEM; IN-SILICO; INPUT PARAMETER; NEURAL SYSTEMS; NEUROMORPHIC; NEUROMORPHIC ANALOG VLSI; RARE EVENT; SINGLE NEURON; SPECIFIC ADAPTATIONS; SPIKE TRAIN; SYNAPTIC DEPRESSION;

VLSI CIRCUITS;

PHYSIOLOGICAL MODELS;

EID: 79952377507     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOCAS.2010.5709622     Document Type: Conference Paper

References (14)

1. N. Ulanovsky, L. Las, and I. Nelken, "Processing of low-probability sounds by cortical neurons," Nat. Neurosci., vol. 6, pp. 391-398, 2003.
2. N. Ulanovsky, L. Las, D. Farkas, and I. Nelken, "Multiple time scales of adaptation in auditory cortex neurons," J. Neurosci., vol. 24, pp. 10 440-10 453, 2004.
3. W. Von der Behrens, P. Bäuerle, M. Kössl, and B. H. Gaese, "Correlating stimulus-specific adaptation of cortical neurons and local field potentials in the awake rat," J. Neurosci., vol. 29, pp. 13 837-13 849, 2009.
4. L. A. Anderson, G. B. Christianson, and J. F. Linden, "Stimulus-specific adaptation occurs in the auditory thalamus," J. Neurosci., vol. 29, pp. 7359-7363, 2009.
5. D. Pérez-González, M. S. Malmierca, and E. Covey, "Novelty detector neurons in the mammalian auditory midbrain," Eur. J. Neurosci., vol. 22, pp. 2879-2885, 2005.
6. M. S. Malmierca, S. Cristaudo, D. Pérez-González, and E. Covey, "Stimulus-specific adaptation in the inferior colliculus of the anaethetized rat," J. Neurosci., vol. 29, pp. 5483-5493, 2009.
7. S.-C. Liu, J. Kramer, G. Indiveri, T. Delbrück, and R. Douglas, Analog VLSI:Circuits and Principles. MIT Press, 2002.
8. M. V. Tsodyks and H. Markram, "The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability," Proc. Natl. Acad. Sci. USA, vol. 94, pp. 719-723, 1997.
9. L. Miller, M. Escabí, H. Read, and C. Schreiner, "Functional convergence of response properties in the auditory thalamocortical system," Neuron, vol. 32, pp. 151-160, 2001.
10. R. Mill, M. Coath, T. Wennekers and S. L. Denham, "Abstract Stimulus-Specific Adaptation Models," Neural Computation, accepted.
11. G. Indiveri, E. Chicca, and R. Douglas, "A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity," IEEE Transactions on Neural Networks, vol. 17, no. 1, pp. 211-221, Jan 2006.
12. C. Bartolozzi and G. Indiveri, "Synaptic dynamics in analog VLSI," Neural Computation, vol. 19, no. 10, pp. 2581-2603, Oct 2007.
13. D. Fasnacht, A. Whatley, and G. Indiveri, "A serial communication infrastructure for multi-chip address event system," in IEEE International Symposium on Circuits and Systems, ISCAS 2008. IEEE, May 2008, pp. 648-651.
14. M. Boegerhausen, P. Suter, and S.-C. Liu, "Modeling short-term synaptic depression in silicon," Neural Computation, vol. 15, no. 2, pp. 331-348, Feb 2003.