Nonlinear influence of T-channels in an in silico relay neuron

IEEE Transactions on Biomedical Engineering

Volumn 56, Issue 6, 2009, Pages 1734-1743

  Hynna, Kai M ^a,b   Boahen, Kwabena A ^c,d  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

^b Ethoca Technologies   (Canada)

^c UNIVERSITY OF PENNSYLVANIA   (United States)

^d Stanford University   (United States)

Author keywords

Neuroengineering; Neuromorphic; Relay cell model

Indexed keywords

BURST MODE; CALCIUM CHANNELS; GAUSSIAN WHITE NOISE; HIGH FREQUENCY HF; IN-SILICO; IN-VITRO; LOW THRESHOLDS; NEUROENGINEERING; NEUROMORPHIC; NON-LINEARITY; POISSON KERNEL; RELAY CELL MODEL; RELAY CELLS; SECOND-ORDER SYSTEMS; SPIKE TRAIN; THIRD-ORDER; WHITE NOISE ANALYSIS;

CALCIUM; CELL MEMBRANES; LOCOMOTIVES; POISSON DISTRIBUTION; POISSON EQUATION; RAILROAD CARS; WHITE NOISE;

CYTOLOGY;

CALCIUM CHANNEL;

ARTICLE; BIOENGINEERING; COMPUTER MODEL; IN VITRO STUDY; INTERNEURON; KERNEL METHOD; NONLINEAR SYSTEM; SPIKE; THALAMUS; WHITE NOISE;

ACTION POTENTIALS; ALGORITHMS; ARTIFICIAL INTELLIGENCE; CALCIUM CHANNELS, T-TYPE; COMPUTER SIMULATION; DENDRITES; MODELS, NEUROLOGICAL; NONLINEAR DYNAMICS; POISSON DISTRIBUTION; REPRODUCIBILITY OF RESULTS; THALAMUS;

EID: 67650631380     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2009.2015579     Document Type: Article

References (27)

1. H. J. Alitto and W. M. Usrey, "Corticothalamic feedback and sensory processing," Current Opinion Neurobiol., vol. 13, no. 4, pp. 440-445, 2003.
2. J.V.Arthur andK.A.Boahen, "Synchronyinsilicon: The gamma rhythm," IEEE Trans. Neural Netw., vol. 18, no. 6, pp. 1815-1825, Nov. 2007.
3. K. A. Boahen, "Point-to-point connectivity between neuromorphic chips using address events," IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol. 47, no. 5, pp. 416-434, May 2000.
4. A. Destexhe, T. Bal, D. A. McCormick, and T. J. Sejnowski, "Ionic mechanisms underlying synchronized oscillations and propagating waves in a model of ferret thalamic slices," J. Neurophysiol., vol. 76, no. 3, pp. 2049-2070, 1996.
5. A. Destexhe, Z. F. Mainen, and T. J. Sejnowski, "Synthesis of models for excitable membranes, synaptic transmission and neuromodulation using a common kinetic formalism," J. Comput. Neurosci., vol. 1, no. 3, pp. 195-230, 1994.
6. M. S. Grubb and I. D. Thompson, "Visual response properties of burst and tonic firing in the mouse dorsal lateral geniculate nucleus," J. Neurophysiol., vol. 93, no. 6, pp. 3224-3247, 2005.
7. W. Guido, S. M. Lu, and S. M. Sherman, "Relative contributions of burst and tonic responses to the receptive field properties of lateral geniculate neurons in the cat," J. Neurophysiol., vol. 68, no. 6, pp. 2199-2211, 1992.
8. W. Guido and T. Weyand, "Burst responses in thalamic relay cells of the awake behaving cat," J. Neurophysiol., vol. 74, no. 4, pp. 1782-1786, 1995.
9. S. Hestrin, "Different glutamate receptor channels mediate fast excitatory synaptic currents in inhibitory and excitatory cortical neurons," Neuron, vol. 11, no. 6, pp. 1083-1091, 1993.
10. J. R. Huguenard and D. A. McCormick, "Simulation of the currents involved in rhythmic oscillations in thalamic relay neurons," J. Neurophysiol., vol. 68, no. 4, pp. 1373-83, 1992.
11. K. M. Hynna, "T channel dynamics in a silicon LGN," Ph.D. dissertation, Univ. Pennsylvania, Philadelphia, 2005.
12. K. M. Hynna and K. Boahen, "Silicon neurons that burst when primed,"in Proc. IEEE Int. Symp. Circuits Syst. (ISCAS 2007), pp. 3363-3366.
13. K. M. Hynna and K. Boahen, "Thermodynamically-equivalent silicon models of ion channels," Neural Comput., vol. 19, pp. 327-350, 2007.
14. K. J. Kim and F. Rieke, "Temporal contrast adaptation in the input and output signals of salamander retinal ganglion cells," J. Neurosci., vol. 21, no. 1, pp. 287-299, 2001.
15. K. J. Kim and F. Rieke, "Slow Na+ inactivation and variance adaptation in salamander retinal ganglion cells," J. Neurosci., vol. 23, no. 4, pp. 1506-1516, 2003.
16. H. I. Krausz and W. O. Friesen, "The analysis of nonlinear synaptic transmission," J. Gen. Physiol., vol. 70, no. 2, pp. 243-265, 1977.
17. H. I. Krausz, "Identification of nonlinear systems using random impulse train inputs," Biol. Cybern., vol. 19, no. 4, pp. 217-230, 1975.
18. Y. W. Lee and M. Schetzen, "Measurement of the kernels of a nonlinear system by cross-correlation," Int. J. Control, vol. 2, pp. 237-254, 1965.
19. N. A. Lesica and G. B. Stanley, "Encoding of natural scene movies by tonic and burst spikes in the lateral geniculate nucleus," J. Neurosci., vol. 24, no. 47, pp. 10731-10740, 2004.
20. D. A. McCormick and H. R. Feeser, "Functional implications of burst firing and single spike activity in lateral geniculate relay neurons," Neuroscience, vol. 39, no. 1, pp. 103-113, 1990.
21. P. Mukherjee and E. Kaplan, "Dynamics of neuronsin the cat lateral geniculate nucleus: In vivo electrophysiology and computational modeling," J. Neurophysiol., vol. 74, no. 3, pp. 1222-1243, 1995.
22. F. Rieke, "Temporal contrast adaptation in salamander bipolar cells," J. Neurosci., vol. 21, no. 23, pp. 9445-9454, 2001.
23. H. M. Sakai, "White-noise analysis in neurophysiology," Physiol. Rev., vol. 72, no. 2, pp. 491-505, 1992.
24. G. D. Smith, C. L. Cox, S. M. Sherman, and J. Rinzel, "Fourier analysis of sinusoidally driven thalamocortical relay neurons and a minimal integrateand-fire-or-burst model," J. Neurophysiol., vol. 83, no. 1, pp. 588-610, 2000.
25. W. M. Usrey, J. B. Reppas, and R. C. Reid, "Specificity and strength of retinogeniculate connections," J. Neurophysiol., vol. 82, no. 6, pp. 3527-3240, 1999.
26. J. D. Victor and K. P. Purpura, "Metric-space analysis of spike trains: Theory, algorithms and application," Netw.: Comput. Neural Syst., vol. 8, no. 2, pp. 127-164, 1997.
27. K. A. Zaghloul, K. Boahen, and J. B. Demb, "Different circuits for on and off retinal ganglion cells cause different contrast sensitivities," J. Neurosci., vol. 23, no. 7, pp. 2645-2654, 2003.