Enhancement of information transmission with stochastic resonance in hippocampal CA1 neuron network

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

Volumn , Issue , 2008, Pages 4956-4959

  Kawaguchi, Minato ^a   Mino, Hiroyuki ^b   Durand, Dominique M ^c  

^a WASEDA UNIVERSITY   (Japan)

^b KANTO GAKUIN UNIVERSITY   (Japan)

^c Case Western Reserve University   (United States)

Author keywords

Action potential; Hodgkin huxley model; Homogeneous Poisson process; Information rate; Monte Carlo simulation; Numerical method; Shot noise; Stochastic resonance; Synaptic noise

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; CIRCUIT RESONANCE; DATA COMMUNICATION SYSTEMS; INTELLIGENT SYSTEMS; MAGNETIC RESONANCE; MONTE CARLO METHODS; NEURAL NETWORKS; NEURONS; NUMERICAL METHODS; POISSON DISTRIBUTION; STOCHASTIC MODELS; STOCHASTIC SYSTEMS;

ACTION POTENTIALS; HODGKIN-HUXLEY MODELS; HOMOGENEOUS POISSON PROCESS; INFORMATION RATES; STOCHASTIC RESONANCES; SYNAPTIC NOISE;

SHOT NOISE;

ACTION POTENTIAL; ARTICLE; BIOLOGICAL MODEL; COMPUTER SIMULATION; HIPPOCAMPUS; HUMAN; NERVE CELL; NERVE CELL NETWORK; PHYSIOLOGY; STATISTICAL MODEL; STATISTICS; SYNAPTIC TRANSMISSION;

ACTION POTENTIALS; COMPUTER SIMULATION; HIPPOCAMPUS; HUMANS; MODELS, NEUROLOGICAL; MODELS, STATISTICAL; NERVE NET; NEURONS; STOCHASTIC PROCESSES; SYNAPTIC TRANSMISSION;

EID: 61849163891     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2008.4650326     Document Type: Conference Paper

References (15)

1. R. Benzi, A. Sutera and A. Vulpiani, "The mechanism of stochastic resonance," J. Phys., A14, L453-L457, 1983.
2. A. Bulsara, E. Jacobs, T. Zhou, F. Moss, and L. Kiss, "Stochastic Resonance in a Single Neuron Model: Theory and Analog Simulation," J. Theor. Biol., Vol. 152, pp. 531-555, 1991.
3. J. Collins, T. Imhoff, and T. Grigg, "Noise-enhanced Information Transmission in Rat SA1 Cutaneous Mechanoreceptors via Aperiodic Stochastic Resonance," J. Neurophysiol., vol. 76, pp. 642-645, 1996.
4. J. Douglass, L. Wilkins, E. Pantazelou, and F. Moss, "Noise Enhancement of Information Transfer in Crayfish Mechanoreceptors by Stochastic Resonance," Nature, vol. 365, pp. 337-340, 1993.
5. S. Fauve L. Wilkins, E. Pantazelou, and F. Moss, "Noise Enhancement of Information Transfer in Crayfish Mechanoreceptors by Stochastic Resonance," Nature, vol. 365, pp. 337-340, 1993.
6. W. C. Stacey and D. M. Durand, "Stochastic Resonance Improves Signal Detection in Hippocampal CA1 Neurons," J. Neurophysiol., vol. 83, pp. 1394-1402, 2000.
7. W. C. Stacey and D. M. Durand, "Synaptic Noise Improves Detection of Subthreshold Signals in Hippocampal CA1 Neurons," J. Neurophysiol., vol. 86, pp. 1104-1112, 2001.
8. W. C. Stacey and D. M. Durand, "Noise and Coupling Affect Signal Detection and Bursting in a Simulated Physiological Neural Network," J. Neurophysiol., vol. 88, pp. 2598-2611, 2002.
9. F. Rieke, D. Warland, R. de Ruyter van Steveninck, W. Bialek, Spikes : Exploring the Neural Code, The MIT Press, Cambridge, MA, 1997.
10. A. Zador, "Impact of synaptic unreliability on the information transmitted by spiking neurons," J. Neurophysiol., 79, pp. 1219-1229, 1998.
11. R. Brette, and E. Guigon, "Reliability of spike timing is a general property of spiking model neurons," Neural Computation, 15, pp. 279-308, 2003.
12. D. W Scott, "On optimal and data-based histograms," Biometrika, 66, pp. 605-610, 1979.
13. E. N. Warman and D. M. Durand, "Reconstruction of Hippocampal CA1 Pyramidal Cell Electrophysiology by Computer Simulation," J. Neurophysiol., vol. 83, pp. 2192-2208, 1994.
14. R. D. Traub, "Simulation of Intrinsic Bursting in CA3 Hippocampal Neurons," Neuroscl., vol. 7, pp. 1233-1242, 1982.
15. H. Mino, D. M. Durand and M. Kawaguchi, "Enhancement of Information Transmission with Stochastic Resonance in Hippocampal CA1 Neuron Models," 28th Annual International Conference of the IEEE., pp. 4957-4960, 2006.