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Literature DB >> 19431343

A stochastic model of the repetitive activity of neurons.

Abstract

A recurrent model of the repetitive firing of neurons responding to stimuli of long duration is given. The model assumes a deterministic threshold potential and a membrane potential which is composed of both deterministic and random components. The model accurately reproduces interval statistics obtained from different neurons discharging repetitively over a wide range of discharge rates. It is shown that the model has three important parameters; the time course of threshold recovery following a discharge, the variance of the random component, and the level of excitatory drive. The model is extended, by the use of hyperpolarizing afterpotentials, to include negative correlation between successive interspike intervals.

Year: 1966 PMID： 19431343 PMCID： PMC1367924 DOI： 10.1016/S0006-3495(66)86639-0

Source DB: PubMed Journal: Biophys J ISSN： 0006-3495 Impact factor: 4.033

25 in total

1. RESPONSE OF NEURONS OF THE SUPERIOR OLIVARY COMPLEX OF THE CAT TO ACOUSTIC STIMULI OF LONG DURATION.

Authors: J M GOLDBERG; H O ADRIAN; F D SMITH
Journal: J Neurophysiol Date: 1964-07 Impact factor: 2.714

2. Background discharge and evoked responses of spinal interneurones.

Authors: C C HUNT; M KUNO
Journal: J Physiol Date: 1959-09-02 Impact factor: 5.182

3. The electrical properties of the motoneurone membrane.

Authors: J S COOMBS; J C ECCLES; P FATT
Journal: J Physiol Date: 1955-11-28 Impact factor: 5.182

4. Maintained activity in the cat's retina in light and darkness.

Authors: S W KUFFLER; R FITZHUGH; H B BARLOW
Journal: J Gen Physiol Date: 1957-05-20 Impact factor: 4.086

5. Analysis of interval fluctuation of the sensory nerve impulse.

Authors: S HAGIWARA
Journal: Jpn J Physiol Date: 1954-09-01

6. Spontaneous fluctuations of excitability in the muscle spindle of the frog.

Authors: A J BULLER; J G NICHOLLS; G STROM
Journal: J Physiol Date: 1953-11-28 Impact factor: 5.182

7. Some quantitative methods for the study of spontaneous activity of single neurons.

Authors: R W RODIECK; N Y KIANG; G L GERSTEIN
Journal: Biophys J Date: 1962-07 Impact factor: 4.033

8. Spike Discharge Patterns of Spontaneous and Continuously Stimulated Activity in the Cochlear Nucleus of Anesthetized Cats.

Authors: R R Pfeiffer; N Y Kiang
Journal: Biophys J Date: 1965-05 Impact factor: 4.033

6. Variability of inter-spike intervals of cat's on-center optic tract fibres activated by steady light spot: a comparative study on X- and Y-fibres.

Authors: T Sato; M Yamamoto; H Nakahama
Journal: Exp Brain Res Date: 1976-01-26 Impact factor: 1.972

10. A study of the encoder properties of muscle-spindle primary afferent fibers by a random noise disturbance of the steady stretch response.

Authors: J Kröller; O J Grüsser; L R Weiss
Journal: Biol Cybern Date: 1990 Impact factor: 2.086

A stochastic model of the repetitive activity of neurons.

1. RESPONSE OF NEURONS OF THE SUPERIOR OLIVARY COMPLEX OF THE CAT TO ACOUSTIC STIMULI OF LONG DURATION.

2. Background discharge and evoked responses of spinal interneurones.

3. The electrical properties of the motoneurone membrane.

4. Maintained activity in the cat's retina in light and darkness.

5. Analysis of interval fluctuation of the sensory nerve impulse.

6. Spontaneous fluctuations of excitability in the muscle spindle of the frog.

7. Some quantitative methods for the study of spontaneous activity of single neurons.

8. Spike Discharge Patterns of Spontaneous and Continuously Stimulated Activity in the Cochlear Nucleus of Anesthetized Cats.

9. Depolarization of sensory terminals and the initiation of impulses in the muscle spindle.

10. Discharge Patterns of Neurons in Cochlear Nucleus.

1. Negative interspike interval correlations increase the neuronal capacity for encoding time-dependent stimuli.

2. Comparison of coding capabilities of Type I and Type II neurons.

3. Information transmission in multi-input-output stochastic neuron models.

4. Phase locking in integrate-and-fire models with refractory periods and modulation.

5. Threshold fatigue and information transfer.

6. Variability of inter-spike intervals of cat's on-center optic tract fibres activated by steady light spot: a comparative study on X- and Y-fibres.

7. Model of discharge patterns of units in the cochlear nucleus in response to steady state and time-varying sounds.

8. The information capacity of nerve cells using a frequency code.

9. Some models of neuronal variability.

10. A study of the encoder properties of muscle-spindle primary afferent fibers by a random noise disturbance of the steady stretch response.