Quantifying impacts of short-term plasticity on neuronal information transfer.
Short-term changes in efficacy have been postulated to enhance the ability of synapses to transmit information between neurons, and within neuronal networks. Even at the level of connections between single neurons, direct confirmation of this simple conjecture has proven elusive. By combining paired-cell recordings, realistic synaptic modeling, and information theory, we provide evidence that short-term plasticity can not only improve, but also reduce information transfer between neurons. We focus on a concrete example in rat neocortex, but our results may generalize to other systems. When information is contained in the timings of individual spikes, we find that facilitation, depression, and recovery affect information transmission in proportion to their impacts upon the probability of neurotransmitter release. When information is instead conveyed by mean spike rate only, the influences of short-term plasticity critically depend on the range of spike frequencies that the target network can distinguish (its effective dynamic range). Our results suggest that to efficiently transmit information, the brain must match synaptic type, coding strategy, and network connectivity during development and behavior.
Department of Physics, McGill University, 3600 rue University, Montréal, Canada, QC H3A 2T8. patscott@physics.mcgill.ca
Pat
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Scott
Anna I
AI
Cowan
Christian
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Stricker
D000818:Animals; D003198:Computer Simulation; D006801:Humans; D016247:Information Storage and Retrieval / Q000379:methods*; D008568:Memory / Q000502:physiology*; D008959:Models, Neurological; D019579:Neocortex / Q000502:physiology*; D009415:Nerve Net / Q000502:physiology*; D009473:Neuronal Plasticity / Q000502:physiology*; D051381:Rats; D009435:Synaptic Transmission / Q000502:physiology*