@article {67847, title = {Rapid synaptic plasticity contributes to a learned conjunctive code of position and choice-related information in the hippocampus.}, journal = {Neuron}, volume = {110}, year = {2022}, month = {2022 Jan 05}, pages = {96-108.e4}, abstract = {

To successfully perform goal-directed navigation, animals must know where they are and what they are doing-e.g., looking for water, bringing food back to the nest, or escaping from a predator. Hippocampal neurons code for these critical variables conjunctively, but little is known about how this "where/what" code is formed or flexibly routed to other brain regions. To address these questions, we performed intracellular whole-cell recordings in mouse CA1 during a cued, two-choice virtual navigation task. We demonstrate that plateau potentials in CA1 pyramidal neurons rapidly strengthen synaptic inputs carrying conjunctive information about position and choice. Plasticity-induced response fields were modulated by cues only in animals previously trained to collect rewards based on available cues. Thus, we reveal that gradual learning is required for the formation of a conjunctive population code, upstream of CA1, while plateau-potential-induced synaptic plasticity in CA1 enables flexible routing of the code to downstream brain regions.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2021.10.003}, author = {Zhao, Xinyu and Hsu, Ching-Lung and Spruston, Nelson} } @article {67270, title = {Bursting potentiates the neuro-AI connection.}, journal = {Nature Neuroscience}, volume = {24}, year = {2021}, month = {2021 Jul 01}, pages = {905-6}, issn = {1546-1726}, doi = {10.1038/s41593-021-00844-2}, author = {Sun, Weinan and Zhao, Xinyu and Spruston, Nelson} } @article {65617, title = {Membrane potential dynamics underlying context-dependent sensory responses in the hippocampus.}, journal = {Nature Neuroscience}, volume = {23}, year = {2020}, month = {2020 Jul 1}, pages = {881-91}, abstract = {

As animals navigate, they must identify features within context. In the mammalian brain, the hippocampus has the ability to separately encode different environmental contexts, even when they share some prominent features. To do so, neurons respond to sensory features in a context-dependent manner; however, it is not known how this encoding emerges. To examine this, we performed electrical recordings in the hippocampus as mice navigated in two distinct virtual environments. In CA1, both synaptic input to single neurons and population activity strongly tracked visual cues in one environment, whereas responses were almost completely absent when the same cue was presented in a second environment. A very similar, highly context-dependent pattern of cue-driven spiking was also observed in CA3. These results indicate that CA1 inherits a complex spatial code from upstream regions, including CA3, that have already computed a context-dependent representation of environmental features.

}, issn = {1546-1726}, doi = {10.1038/s41593-020-0646-2}, author = {Zhao, Xinyu and Wang, Yingxue and Spruston, Nelson and Magee, Jeffrey C} } @article {49274, title = {Persistent sodium current mediates the steep voltage dependence of spatial coding in hippocampal pyramidal neurons.}, journal = {Neuron}, year = {2018}, month = {2018 Jun 05}, abstract = {

The mammalian hippocampus forms a cognitive map using neurons that fire according to an animal{\textquoteright}s position ("place cells") and many other behavioral and cognitive variables. The responses of these neurons are shaped by their presynaptic inputs and the nature of their postsynaptic integration. In CA1 pyramidal neurons, spatial responses in\ vivo exhibit a strikingly supralinear dependence on baseline membrane potential. The biophysical mechanisms underlying this nonlinear cellular computation are unknown. Here, through a combination of in\ vitro, in\ vivo, and in silico approaches, we show that persistent sodium current mediates the strong membrane potential dependence of place cell activity. This current operates at membrane potentials below the action potential threshold and over seconds-long timescales, mediating a powerful and rapidly reversible amplification of synaptic responses, which drives place cell firing. Thus, we identify a biophysical mechanism that shapes the coding properties of neurons composing the hippocampal cognitive map.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2018.05.025}, author = {Hsu, Ching-Lung and Zhao, Xinyu and Milstein, Aaron D and Spruston, Nelson} }