Noise and the PSTH response to current transients: II. Integrate-and-fire model with slow recovery and application to motoneuron data

Journal of Computational Neuroscience

Volumn 12, Issue 2, 2002, Pages 83-95

  Herrmann, Alix ^a   Gerstner, Wulfran ^a  

^a EPFL   (Switzerland)

Author keywords

Motoneuron; PSTH; Spike response model; Synaptic noise

Indexed keywords

NEURONS; POWER QUALITY;

CURRENT TRANSIENTS; FIRING RATES; INTEGRATE-AND-FIRE MODEL; MOTONEURON; PERISTIMULU TIME HISTOGRAM; RECOVERY TIME; SPIKE RESPONSE MODELS; STOCHASTICS; SYNAPTIC NOISE; TIME-CONSTANTS;

STOCHASTIC SYSTEMS;

ARTICLE; CALCULATION; HISTOGRAM; MODEL; MOTONEURON; MOTOR NERVE CONDUCTION; NOISE; POSTSYNAPTIC POTENTIAL; PRIORITY JOURNAL; SPIKE; SPIKE WAVE; THEORY; TIME;

EID: 0036312098     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1015739523224     Document Type: Article

References (34)

1. Synaptic background activity influences spatiotemporal integration in single pyramidal cells
2. Synaptic noise and other sources of randomness in motoneurone interspike intervals
3. Impact of spontaneous synaptic activity on the resting properties of cat neocortical neurons in vivo
4. Relation between shapes of post-synaptic potentials and changes in firing probability of cat motoneurones
5. Time structure of the activity in neural network models
6. A framework for spiking neuron models: The spike response method
7. Population dynamics of spiking neurons: Fast transients, asynchronous states and locking
8. Algebraic summation in synaptic activation of motoneurones firing within the 'primary range' to injected currents
9. Influence of stretch-evoked synaptic potentials on firing probability of cat spinal motoneurones
10. Tonic synaptic inhibition modulates neuronal output pattern and spatiotemporal synaptic integration
11. Noise and the PSTH response to current transients: I. General theory and application to the integrate-and-fire neuron
12. A comparison of human motoneuron data to simulated data using cat motoneuron models
13. On the use and interpretation of cross-correlation measurements in the mammalian central nervous system
14. The synaptic connexions to intercostal motoneurones as revealed by the average common excitation potential
15. Cross-correlation analysis of motoneurone inputs in a co-ordinated motor act
16. Reduction of Hodgkin-Huxley equations to a single-variable threshold model
17. Cross-correlation functions for a neuronal model
18. Interactions among an ensemble of chordotonal organ receptors and motor neurons of the crayfish claw
19. Relationship of firing intervals of human motor units to the trajectory of post-spike after-polarization and synaptic noise
20. How synaptic noise may affect cross-correlations
21. Statistical analysis and functional interpretation of neuronal spike data
22. Statistical signs of synaptic interaction in neurons
23. Impact of spontaneous synaptic activity on the resting properties of cat neocortical neurons in vivo
24. Neuronal spike trains and stochastic point processes. I. The single spike train
25. Excitability of single firing human motoneurones to single and repetitive stimulation (experiment and model)
26. Noise in integrate-and-fire neurons: From stochastic input to escape rates
27. Synaptic noise and the cross-correlation between motoneuron discharges and stimuli
28. Functional identification of the input-output transforms of motoneurones in the rat and cat
29. Effects of background noise on the response of rat and cat motoneurones to excitatory current transients
30. Experimental evaluation of input-output models of motoneuron discharge
31. Nature of conductances underlying rhythmic firing in cat spinal motoneurons
32. Novel integrate-and-fire-like model of repetitive firing in cortical neurons