Stochastic resonance in neuron models: Endogenous stimulation revisited
Abstract
The paradigm of stochastic resonance (SR)-the idea that signal detection and transmission may benefit from noise-has met with great interest in both physics and the neurosciences. We investigate here the consequences of reducing the dynamics of a periodically driven neuron to a renewal process (stimulation with reset or endogenous stimulation). This greatly simplifies the mathematical analysis, but we show that stochastic resonance as reported earlier occurs in this model only as a consequence of the reduced dynamics.
- Publication:
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Physical Review E
- Pub Date:
- March 2001
- DOI:
- 10.1103/PhysRevE.63.033101
- arXiv:
- arXiv:physics/0004075
- Bibcode:
- 2001PhRvE..63c3101P
- Keywords:
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- Physics - Biological Physics;
- Quantitative Biology
- E-Print:
- Some typos fixed, esp. Eq. 15. Results and conclusions are not affected