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Firing rate variability at the single neuron level is characterized by long-memory processes and complex statistics over a wide range of time scales (from milliseconds up to several hours). Here, we focus on the contribution of non-stationary efficacy of the ensemble of synapses-activated in response to a given stimulus-on single neuron response variability. We present and validate a method tailored for controlled and specific long-term activation of a single cortical neuron in vitro via synaptic or antidromic stimulation, enabling a clear separation between two determinants of neuronal response variability: membrane excitability dynamics vs. synaptic dynamics. Applying this method we show that, within the range of physiological activation frequencies, the synaptic ensemble of a given neuron is a key contributor to the neuronal response variability, long-memory processes and complex statistics observed over extended time scales. Synaptic transmission dynamics impact on response variability in stimulation rates that are substantially lower compared to stimulation rates that drive excitability resources to fluctuate. Implications to network embedded neurons are discussed.
Henry Markram, Felix Schürmann, Matthias Wolf, Daniel Keller, Eilif Benjamin Muller, Werner Alfons Hilda Van Geit, Michael Reimann, Srikanth Ramaswamy, James Gonzalo King, Alexis Arnaudon, András Ecker, Jean-Denis Georges Emile Courcol, Armando Romani, Pramod Shivaji Kumbhar, Rajnish Ranjan, Giuseppe Chindemi, Fernando Joaquim Leite Pereira, Christian Andreas Rössert, Michael Emiel Gevaert, Judit Planas Carbonell, Omar Awile, James Bryden Isbister, Daniela Egas Santander, Mustafa Anil Tuncel, Sirio Bolaños Puchet, Maria Reva, Natali Barros Zulaica, Samuel Lieven D. Lapere, Christoph Pokorny, Elvis Boci, Joni Henrikki Herttuainen, Genrich Ivaska, Tanguy Pierre Louis Damart, Vishal Sood, Darshan Mandge, Thomas Brice Delemontex, Aleksandra Zuzanna Teska, Polina Litvak, Jorge Blanco Alonso, Alexander Dietz, Gianluca Ficarelli, Weina Ji
Eilif Benjamin Muller, Michael Reimann, Marwan Muhammad Ahmed Abdellah, James Gonzalo King, András Ecker, Pramod Shivaji Kumbhar, Giuseppe Chindemi, James Bryden Isbister, Daniela Egas Santander, Sirio Bolaños Puchet, Ioannis Magkanaris, Jorge Blanco Alonso
Olaf Blanke, Fosco Bernasconi, Nathan Quentin Faivre, Michael Eric Anthony Pereira