Benjamin Lindner: Spiking neurons: Are their spontaneous fluctuations and response to time-dependent stimuli related and if so how?
| When |
Jan 22, 2025
from 12:15 PM to 01:00 PM |
|---|---|
| Where | Bernstein Center, Hansastr. 9a, Lecture Hall. |
| Contact Name | Gundel Jaeger |
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Abstract
Neurons often exhibit considerable fluctuations in their spontaneous (stimulus-free) activity, characterized by correlation functions. Neurons also react to time-dependent stimuli described by response functions. Because the neural raison d'etre is information processing and transmission (shaped by both their fluctuation and response properties), one might wonder whether the two aspects (correlation and response functions) are related and if so how?
In statistical physics such relations have been studied under the label of fluctuation-dissipation theorems. In neuroscience fluctuation-response relations (FRR) for spiking neurons have been discovered only recently. I review recent results on FRRs for general integrate-and-fire models that include spike-frequency adaptation, a refractory period, a colored Gaussian, or a Poissonian shot noise and discuss several applications of these relations.
References:
- B. Lindner Fluctuation-dissipation relations for spiking neurons. Phys. Rev. Lett. 129, 198101 (2022)
- F. Puttkammer and B. Lindner Fluctuation-response relations for integrate-and-fire models with an absolute refractory period. Biol. Cyb. 118, 7 (2024)
- J. Stubenrauch and B. Lindner Furutsu-Novikov-like cross-correlation-response relations for systems driven by shot noise. Phys. Rev. X 14, 041047 (2024)