@article {68560, title = {Hippocampal spatial representations exhibit a hyperbolic geometry that expands with experience.}, journal = {Nature Neuroscience}, volume = {26}, year = {2023}, month = {2023 Jan 01}, pages = {131-139}, abstract = {

Daily experience suggests that we perceive distances near us linearly. However, the actual geometry of spatial representation in the brain is unknown. Here we report that neurons in the CA1 region of rat hippocampus that mediate spatial perception represent space according to a non-linear hyperbolic geometry. This geometry uses an exponential scale and yields greater positional information than a linear scale. We found that the size of the representation matches the optimal predictions for the number of CA1 neurons. The representations also dynamically expanded proportional to the logarithm of time that the animal spent exploring the environment, in correspondence with the maximal mutual information that can be received. The dynamic changes tracked even small variations due to changes in the running speed of the animal. These results demonstrate how neural circuits achieve efficient representations using dynamic hyperbolic geometry.

}, keywords = {Animals, Brain, CA1 Region, Hippocampal, Hippocampus, Neurons, Rats, Space Perception}, issn = {1546-1726}, doi = {10.1038/s41593-022-01212-4}, author = {Zhang, Huanqiu and Rich, P Dylan and Lee, Albert K and Sharpee, Tatyana O} } @article {69073, title = {Volitional activation of remote place representations with a hippocampal brain-machine interface.}, journal = {Science}, volume = {382}, year = {2023}, month = {2023 Nov 03}, pages = {566-573}, abstract = {

The hippocampus is critical for recollecting and imagining experiences. This is believed to involve voluntarily drawing from hippocampal memory representations of people, events, and places, including maplike representations of familiar environments. However, whether representations in such "cognitive maps" can be volitionally accessed is unknown. We developed a brain-machine interface to test whether rats can do so by controlling their hippocampal activity in a flexible, goal-directed, and model-based manner. We found that rats can efficiently navigate or direct objects to arbitrary goal locations within a virtual reality arena solely by activating and sustaining appropriate hippocampal representations of remote places. This provides insight into the mechanisms underlying episodic memory recall, mental simulation and planning, and imagination and opens up possibilities for high-level neural prosthetics that use hippocampal representations.

}, keywords = {Animals, Brain-Computer Interfaces, Hippocampus, Humans, Imagination, Memory, Episodic, Mental Recall, Rats}, issn = {1095-9203}, doi = {10.1126/science.adh5206}, author = {Lai, Chongxi and Tanaka, Shinsuke and Harris, Timothy D and Lee, Albert K} } @article {67232, title = {Neuropixels 2.0: A miniaturized high-density probe for stable, long-term brain recordings.}, journal = {Science}, volume = {372}, year = {2021}, month = {2021 Apr 16}, abstract = {

Measuring the dynamics of neural processing across time scales requires following the spiking of thousands of individual neurons over milliseconds and months. To address this need, we introduce the Neuropixels 2.0 probe together with newly designed analysis algorithms. The probe has more than 5000 sites and is miniaturized to facilitate chronic implants in small mammals and recording during unrestrained behavior. High-quality recordings over long time scales were reliably obtained in mice and rats in six laboratories. Improved site density and arrangement combined with newly created data processing methods enable automatic post hoc correction for brain movements, allowing recording from the same neurons for more than 2 months. These probes and algorithms enable stable recordings from thousands of sites during free behavior, even in small animals such as mice.

}, issn = {1095-9203}, doi = {10.1126/science.abf4588}, author = {Steinmetz, Nicholas A and Ayd{\i}n, {\c C}a{\u g}atay and Lebedeva, Anna and Okun, Michael and Pachitariu, Marius and Bauza, Marius and Beau, Maxime and Bhagat, Jai and B{\"o}hm, Claudia and Broux, Martijn and Chen, Susu and Colonell, Jennifer and Gardner, Richard J and Karsh, Bill and Kloosterman, Fabian and Kostadinov, Dimitar and Mora-Lopez, Carolina and O{\textquoteright}Callaghan, John and Park, Junchol and Putzeys, Jan and Sauerbrei, Britton and van Daal, Rik J J and Vollan, Abraham Z and Wang, Shiwei and Welkenhuysen, Marleen and Ye, Zhiwen and Dudman, Joshua T and Dutta, Barundeb and Hantman, Adam W and Harris, Kenneth D and Lee, Albert K and Moser, Edvard I and O{\textquoteright}Keefe, John and Renart, Alfonso and Svoboda, Karel and H{\"a}usser, Michael and Haesler, Sebastian and Carandini, Matteo and Harris, Timothy D} } @article {65313, title = {The anatomy and physiology of claustrum-cortex interactions.}, journal = {Annual Review of Neuroscience}, volume = {43}, year = {2020}, month = {2020 Jul 1}, pages = {231-47}, abstract = {

The claustrum is one of the most widely connected regions of the forebrain, yet its function has remained obscure, largely due to the experimentally challenging nature of targeting this small, thin, and elongated brain area. However, recent advances in molecular techniques have enabled the anatomy and physiology of the claustrum to be studied with the spatiotemporal and cell type-specific precision required to eventually converge on what this area does. Here we review early anatomical and electrophysiological results from cats and primates, as well as recent work in the rodent, identifying the connectivity, cell types, and physiological circuit mechanisms underlying the communication between the claustrum and the cortex. The emerging picture is one in which the rodent claustrum is closely tied to frontal/limbic regions and plays a role in processes, such as attention, that are associated with these areas. Expected final online publication date for the , Volume 43 is July 8, 2020. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.

}, issn = {1545-4126}, doi = {10.1146/annurev-neuro-092519-101637}, author = {Jackson, Jesse and Smith, Jared B and Lee, Albert K} } @article {65909, title = {Canonical goal-selective representations are absent from prefrontal cortex in a spatial working memory task requiring behavioral flexibility.}, journal = {eLife}, volume = {9}, year = {2020}, month = {2020 Dec 24}, abstract = {

The prefrontal cortex (PFC){\textquoteright}s functions are thought to include working memory, as its activity can reflect information that must be temporarily maintained to realize the current goal. We designed a flexible spatial working memory task that required rats to navigate - after distractions and a delay - to multiple possible goal locations from different starting points and via multiple routes. This made the current goal location the key variable to remember, instead of a particular direction or route to the goal. However, across a broad population of PFC neurons, we found no evidence of current-goal-specific memory in any previously reported form - that is differences in the rate, sequence, phase, or covariance of firing. This suggests that such patterns do not hold working memory in the PFC when information must be employed flexibly. Instead, the PFC grouped locations representing behaviorally equivalent task features together, consistent with a role in encoding long-term knowledge of task structure.

}, issn = {2050-084X}, doi = {10.7554/eLife.63035}, author = {B{\"o}hm, Claudia and Lee, Albert K} } @article {67190, title = {Canonical goal-selective representations are absent from prefrontal cortex in a spatial working memory task requiring behavioral flexibility}, journal = {eLife}, volume = {9}, year = {2020}, month = {2020 Dec 24}, abstract = {

The prefrontal cortex (PFC){\textquoteright}s functions are thought to include working memory, as its activity can reflect information that must be temporarily maintained to realize the current goal. We designed a flexible spatial working memory task that required rats to navigate - after distractions and a delay - to multiple possible goal locations from different starting points and via multiple routes. This made the current goal location the key variable to remember, instead of a particular direction or route to the goal. However, across a broad population of PFC neurons, we found no evidence of current-goal-specific memory in any previously reported form - that is differences in the rate, sequence, phase, or covariance of firing. This suggests that such patterns do not hold working memory in the PFC when information must be employed flexibly. Instead, the PFC grouped locations representing behaviorally equivalent task features together, consistent with a role in encoding long-term knowledge of task structure.

}, doi = {10.7554/eLife.63035}, url = {https://elifesciences.org/articles/63035}, author = {B{\"o}hm, Claudia and Lee, Albert K} } @article {65872, title = {The claustrum.}, journal = {Current Biology}, volume = {30}, year = {2020}, month = {2020 Dec 07}, pages = {R1401-R1406}, abstract = {

The claustrum is a brain region that has been investigated for over 200 years, yet its precise function remains unknown. In the final posthumously released article of Francis Crick, written with Christof Koch, the claustrum was suggested to be critically linked to consciousness. Though the claustrum remained relatively obscure throughout the last half century, it has enjoyed a renewed interest in the last 15 years since Crick and Koch{\textquoteright}s article. During this time, the claustrum, like many other brain regions, has been studied with the myriad of modern systems neuroscience tools that have been made available by the intersection of genetic and viral technologies. This has uncovered new information about its anatomical connectivity and physiological properties and begun to reveal aspects of its function. From these studies, one clear consensus has emerged which supports Crick and Koch{\textquoteright}s primary interest in the claustrum: the claustrum has widespread extensive connectivity with the entire cerebral cortex, suggesting a prominent role in {\textquoteright}higher order processes{\textquoteright}.

}, issn = {1879-0445}, doi = {10.1016/j.cub.2020.09.069}, author = {Smith, Jared B and Lee, Albert K and Jackson, Jesse} } @article {65792, title = {The Statistical Structure of the Hippocampal Code for Space as a Function of Time, Context, and Value.}, journal = {Cell}, volume = {183}, year = {2020}, month = {2020 Oct 29}, pages = {620-35}, abstract = {

Hippocampal activity represents many behaviorally important variables, including context, an animal{\textquoteright}s location within a given environmental context, time, and reward. Using longitudinal calcium imaging in mice, multiple large virtual environments, and differing reward contingencies, we derived a unified probabilistic model of CA1 representations centered on a single feature-the field propensity. Each cell{\textquoteright}s propensity governs how many place fields it has per unit space, predicts its reward-related activity, and is preserved across distinct environments and over months. Propensity is broadly distributed-with many low, and some very high, propensity cells-and thus strongly shapes hippocampal representations. This results in a range of spatial codes, from sparse to dense. Propensity varied \~{}10-fold between adjacent cells in salt-and-pepper fashion, indicating substantial functional differences within a presumed cell type. Intracellular recordings linked propensity to cell excitability. The stability of each cell{\textquoteright}s propensity across conditions suggests this fundamental property has anatomical, transcriptional, and/or developmental origins.

}, issn = {1097-4172}, doi = {10.1016/j.cell.2020.09.024}, author = {Lee, Jae Sung and Briguglio, John J and Cohen, Jeremy D and Romani, Sandro and Lee, Albert K} } @article {64864, title = {Multimodal in vivo brain electrophysiology with integrated glass microelectrodes.}, journal = {Nature Biomedical Engineering}, volume = {3}, year = {2019}, month = {2019 Apr 01}, pages = {741-53}, abstract = {

Electrophysiology is the most used approach for the collection of functional data in basic and translational neuroscience, but it is typically limited to either intracellular or extracellular recordings. The integration of multiple physiological modalities for the routine acquisition of multimodal data with microelectrodes could be useful for biomedical applications, yet this has been challenging owing to incompatibilities of fabrication methods. Here, we present a suite of glass pipettes with integrated microelectrodes for the simultaneous acquisition of multimodal intracellular and extracellular information in vivo, electrochemistry assessments, and optogenetic perturbations of neural activity. We used the integrated devices to acquire multimodal signals from the CA1 region of the hippocampus in mice and rats, and show that these data can serve as ground-truth validation for the performance of spike-sorting algorithms. The microdevices are applicable for basic and translational neurobiology, and for the development of next-generation brain-machine interfaces.

}, issn = {2157-846X}, doi = {10.1038/s41551-019-0373-8}, author = {Hunt, David L and Lai, Chongxi and Smith, Richard D and Lee, Albert K and Harris, Timothy D and Barbic, Mladen} } @article {49175, title = {Elucidating neuronal mechanisms using intracellular recordings during behavior.}, journal = {Trends in Neurosciences}, volume = {41}, year = {2018}, month = {2018 Apr 20}, pages = {385-403}, abstract = {

Intracellular recording allows measurement and perturbation of the membrane potential of identified neurons with sub-millisecond and sub-millivolt precision. This gives intracellular recordings a unique capacity to provide rich information about individual cells (e.g., high-resolution characterization of inputs, outputs, excitability, and structure). Hence, such recordings can elucidate the mechanisms that underlie fundamental phenomena, such as brain state, sparse coding, gating, gain modulation, and learning. Technical developments have increased the range of behaviors during which intracellular recording methods can be employed, such as in freely moving animals and head-fixed animals actively performing tasks, including in virtual environments. Such advances, and the combination of intracellular recordings with genetic and imaging techniques, have enabled investigation of the mechanisms that underlie neural computations during natural and trained behaviors.

}, issn = {1878-108X}, doi = {10.1016/j.tins.2018.03.014}, author = {Lee, Albert K and Brecht, Michael} } @article {49369, title = {Inhibitory control of prefrontal cortex by the claustrum.}, journal = {Neuron}, volume = {99}, year = {2018}, month = {2018 Aug 07}, pages = {1029-39}, abstract = {

The claustrum is a small subcortical nucleus that has extensive excitatory connections with many cortical areas. While the anatomical connectivity from the claustrum to the cortex has been studied intensively, the physiological effect and underlying circuit mechanisms of claustrocortical communication remain elusive. Here we show that the claustrum provides strong, widespread, and long-lasting feedforward inhibition of the prefrontal cortex (PFC) sufficient to silence ongoing neural activity. This claustrocortical feedforward inhibition was predominantly mediated by interneurons containing neuropeptide Y, and to a lesser extent those containing parvalbumin. Therefore, in contrast to other long-range excitatory inputs to the PFC, the claustrocortical pathway is designed to provide overall inhibition of cortical activity. This unique circuit organization allows the claustrum to rapidly and powerfully suppress cortical networks and suggests a distinct role for the claustrum in regulating cognitive processes in prefrontal circuits.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2018.07.031}, author = {Jackson, Jesse and Karnani, Mahesh M and Zemelman, Boris V and Burdakov, Denis and Lee, Albert K} } @article {48369, title = {Efficient method for whole-cell recording in freely moving rodents using ultraviolet-cured collar-based pipette stabilization.}, journal = {Cold Spring Harbor Protocols}, volume = {2017}, year = {2017}, month = {2017 Apr 03}, pages = {pdb.prot095810}, abstract = {

Whole-cell recording is a key technique for investigating synaptic and cellular mechanisms underlying various brain functions. However, because of its high sensitivity to mechanical disturbances, applying the whole-cell recording method to freely moving animals has been challenging. Here, we describe a technique for obtaining such recordings in freely moving, drug-free animals with a high success rate. This technique involves three major steps: obtaining a whole-cell recording from awake head-fixed animals, reliable and efficient stabilization of the pipette with respect to the animal{\textquoteright}s head using an ultraviolet (UV)-transparent collar and UV-cured adhesive, and rapid release of the animal from head fixation without loss of the recording. This technique has been successfully applied to obtain intracellular recordings from the hippocampus of freely moving rats and mice exploring a spatial environment, and should be generally applicable to other brain areas in animals engaged in a variety of natural behaviors.

}, issn = {1559-6095}, doi = {10.1101/pdb.prot095810}, author = {Lee, Doyun and Lee, Albert K} } @article {48670, title = {Experience-dependent shaping of hippocampal CA1 intracellular activity in novel and familiar environments.}, journal = {eLife}, volume = {6}, year = {2017}, month = {2017 Jul 25}, abstract = {

The hippocampus is critical for producing stable representations of familiar spaces. How these representations arise is poorly understood, largely because changes to hippocampal inputs have not been measured during spatial learning. Here, using intracellular recording, we monitored inputs and plasticity-inducing complex spikes (CSs) in CA1 neurons while mice explored novel and familiar virtual environments. Inputs driving place field spiking increased in amplitude - often suddenly - during novel environment exploration. However, these increases were not sustained in familiar environments. Rather, the spatial tuning of inputs became increasingly similar across repeated traversals of the environment with experience - both within fields and throughout the whole environment. In novel environments, CSs were not necessary for place field formation. Our findings support a model in which initial inhomogeneities in inputs are amplified to produce robust place field activity, then plasticity refines this representation into one with less strongly modulated, but more stable, inputs for long-term storage.

}, issn = {2050-084X}, doi = {10.7554/eLife.23040}, author = {Cohen, Jeremy D and Bolstad, Mark and Lee, Albert K} } @article {48935, title = {Fully integrated silicon probes for high-density recording of neural activity.}, journal = {Nature}, volume = {551}, year = {2017}, month = {2017 Nov 08}, pages = {232-236}, abstract = {

Sensory, motor and cognitive operations involve the coordinated action of large neuronal populations across multiple brain regions in both superficial and deep structures. Existing extracellular probes record neural activity with excellent spatial and temporal (sub-millisecond) resolution, but from only a few dozen neurons per shank. Optical Ca(2+) imaging offers more coverage but lacks the temporal resolution needed to distinguish individual spikes reliably and does not measure local field potentials. Until now, no technology compatible with use in unrestrained animals has combined high spatiotemporal resolution with large volume coverage. Here we design, fabricate and test a new silicon probe known as Neuropixels to meet this need. Each probe has 384 recording channels that can programmably address 960 complementary metal-oxide-semiconductor (CMOS) processing-compatible low-impedance TiN sites that tile a single 10-mm long, 70 {\texttimes} 20-μm cross-section shank. The 6 {\texttimes} 9-mm probe base is fabricated with the shank on a single chip. Voltage signals are filtered, amplified, multiplexed and digitized on the base, allowing the direct transmission of noise-free digital data from the probe. The combination of dense recording sites and high channel count yielded well-isolated spiking activity from hundreds of neurons per probe implanted in mice and rats. Using two probes, more than 700 well-isolated single neurons were recorded simultaneously from five brain structures in an awake mouse. The fully integrated functionality and small size of Neuropixels probes allowed large populations of neurons from several brain structures to be recorded in freely moving animals. This combination of high-performance electrode technology and scalable chip fabrication methods opens a path towards recording of brain-wide neural activity during behaviour.

}, issn = {1476-4687}, doi = {10.1038/nature24636}, author = {Jun, James J and Steinmetz, Nicholas A and Siegle, Joshua H and Denman, Daniel J and Bauza, Marius and Barbarits, Brian and Lee, Albert K and Anastassiou, Costas A and Andrei, Alexandru and Ayd{\i}n, {\c C}a{\u g}atay and Barbic, Mladen and Blanche, Timothy J and Bonin, Vincent and Couto, Jo{\~a}o and Dutta, Barundeb and Gratiy, Sergey L and Gutnisky, Diego A and H{\"a}usser, Michael and Karsh, Bill and Ledochowitsch, Peter and Lopez, Carolina Mora and Mitelut, Catalin and Musa, Silke and Okun, Michael and Pachitariu, Marius and Putzeys, Jan and Rich, P Dylan and Rossant, Cyrille and Sun, Wei-Lung and Svoboda, Karel and Carandini, Matteo and Harris, Kenneth D and Koch, Christof and O{\textquoteright}Keefe, John and Harris, Timothy D} } @article {48368, title = {In vivo patch-clamp recording in awake head-fixed rodents.}, journal = {Cold Spring Harbor Protocols}, volume = {2017}, year = {2017}, month = {2017 Apr 03}, pages = {pdb.prot095802}, abstract = {

Whole-cell recording has been used to measure and manipulate a neuron{\textquoteright}s spiking and subthreshold membrane potential, allowing assessment of the cell{\textquoteright}s inputs and outputs as well as its intrinsic membrane properties. This technique has also been combined with pharmacology and optogenetics as well as morphological reconstruction to address critical questions concerning neuronal integration, plasticity, and connectivity. This protocol describes a technique for obtaining whole-cell recordings in awake head-fixed animals, allowing such questions to be investigated within the context of an intact network and natural behavioral states. First, animals are habituated to sit quietly with their heads fixed in place. Then, a whole-cell recording is obtained using an efficient, blind patching protocol. We have successfully applied this technique to rats and mice.

}, issn = {1559-6095}, doi = {10.1101/pdb.prot095802}, author = {Lee, Doyun and Lee, Albert K} } @article {48558, title = {Mesoscale-duration activated states gate spiking in response to fast rises in membrane voltage in the awake brain.}, journal = {Journal of Neurophysiology}, volume = {118}, year = {2017}, month = {2017 May 31}, pages = {1270-91}, abstract = {

Seconds-scale network states, affecting many neurons within a network, modulate neural activity by complementing fast integration of neuron-specific inputs that arrive in the milliseconds before spiking. Non-rhythmic subthreshold dynamics at intermediate timescales, however, are less well-characterized. We found, using automated whole cell patch clamping in vivo, that spikes recorded in CA1 and barrel cortex in awake mice are often preceded not only by monotonic voltage rises lasting milliseconds, but also by more gradual (lasting 10s-100s of ms) depolarizations. The latter exert a gating function on spiking, in a fashion that depends on the gradual rise duration: the probability of spiking was higher for longer gradual rises, even controlling for the amplitude of the gradual rises. Barrel cortex double-autopatch recordings show that gradual rises are shared across some but not all neurons. The gradual rises may represent a new kind of state, intermediate both in timescale and in proportion of neurons participating, which gates a neuron{\textquoteright}s ability to respond to subsequent inputs.

}, issn = {1522-1598}, doi = {10.1152/jn.00116.2017}, author = {Singer, Annabelle C and Talei Franzesi, Giovanni and Kodandaramaiah, Suhasa B and Flores, Francisco J and Cohen, Jeremy D and Lee, Albert K and B{\"o}rgers, Christoph and Forest, Craig R and Kopell, Nancy J and Boyden, Edward S} } @article {48370, title = {Whole-cell recording in the awake brain.}, journal = {Cold Spring Harbor Protocols}, volume = {2017}, year = {2017}, month = {2017 Apr 03}, pages = {pdb.top087304}, abstract = {

Intracellular recording is an essential technique for investigating cellular mechanisms underlying complex brain functions. Despite the high sensitivity of the technique to mechanical disturbances, intracellular recording has been applied to awake, behaving, and even freely moving, animals. Here we summarize recent advances in these methods and their application to the measurement and manipulation of membrane potential dynamics for understanding neuronal computations in behaving animals.

}, issn = {1559-6095}, doi = {10.1101/pdb.top087304}, author = {Lee, Doyun and Lee, Albert K} } @article {47552, title = {Near-perfect synaptic integration by Nav1.7 in hypothalamic neurons regulates body weight.}, journal = {Cell}, volume = {165}, year = {2016}, month = {2016 Jun 16}, pages = {1749-61}, abstract = {

Neurons are well suited for computations on millisecond timescales, but some neuronal circuits set behavioral states over long time periods, such as those involved in energy homeostasis. We found that multiple types of hypothalamic neurons, including those that oppositely regulate body weight, are specialized as near-perfect synaptic integrators that summate inputs over extended timescales. Excitatory postsynaptic potentials (EPSPs) are greatly prolonged, outlasting the neuronal membrane time-constant up to 10-fold. This is due to the voltage-gated sodium channel Nav1.7 (Scn9a), previously associated with pain-sensation but not synaptic integration.\ Scn9a\ deletion in AGRP, POMC, or paraventricular hypothalamic neurons reduced EPSP duration, synaptic integration, and altered body weight in mice. In\ vivo whole-cell recordings in the hypothalamus confirmed near-perfect synaptic integration. These experiments show that integration of synaptic inputs over time by Nav1.7 is critical for body weight regulation and reveal a mechanism for synaptic control of circuits regulating long term homeostatic functions.

}, doi = {10.1016/j.cell.2016.05.019}, author = {Branco, Tiago and Tozer, Adam and Magnus, Christopher J and Sugino, Ken and Tanaka, Shinsuke and Lee, Albert K and Wood, John N and Sternson, Scott M} } @article {45787, title = {Anesthetized- and awake-patched whole-cell recordings in freely moving rats using UV-cured collar-based electrode stabilization.}, journal = {Nature Protocols}, volume = {9}, year = {2014}, month = {2014 Nov 06}, pages = {2784-95}, abstract = {

Intracellular recording allows precise measurement and manipulation of individual neurons, but it requires stable mechanical contact between the electrode and the cell membrane, and thus it has remained challenging to perform in behaving animals. Whole-cell recordings in freely moving animals can be obtained by rigidly fixing ({\textquoteright}anchoring{\textquoteright}) the pipette electrode to the head; however, previous anchoring procedures were slow and often caused substantial pipette movement, resulting in loss of the recording or of recording quality. We describe a UV-transparent collar and UV-cured adhesive technique that rapidly (within 15 s) anchors pipettes in place with virtually no movement, thus substantially improving the reliability, yield and quality of freely moving whole-cell recordings. Recordings are first obtained from anesthetized or awake head-fixed rats. UV light cures the thin adhesive layers linking pipette to collar to head. Then, the animals are rapidly and smoothly released for recording during unrestrained behavior. The anesthetized-patched version can be completed in \~{}4-7 h (excluding histology) and the awake-patched version requires \~{}1-4 h per day for \~{}2 weeks. These advances should greatly facilitate studies of neuronal integration and plasticity in identified cells during natural behaviors.

}, issn = {1750-2799}, doi = {10.1038/nprot.2014.190}, author = {Lee, Doyun and Shtengel, Gleb and Osborne, Jason E and Lee, Albert K} } @article {45203, title = {Large environments reveal the statistical structure governing hippocampal representations.}, journal = {Science}, volume = {345}, year = {2014}, month = {2014 Aug 15}, pages = {814-7}, abstract = {

The rules governing the formation of spatial maps in the hippocampus have not been determined. We investigated the large-scale structure of place field activity by recording hippocampal neurons in rats exploring a previously unencountered 48-meter-long track. Single-cell and population activities were well described by a two-parameter stochastic model. Individual neurons had their own characteristic propensity for forming fields randomly along the track, with some cells expressing many fields and many exhibiting few or none. Because of the particular distribution of propensities across cells, the number of neurons with fields scaled logarithmically with track length over a wide, ethological range. These features constrain hippocampal memory mechanisms, may allow efficient encoding of environments and experiences of vastly different extents and durations, and could reflect general principles of population coding.

}, issn = {1095-9203}, doi = {10.1126/science.1255635}, author = {Rich, P Dylan and Liaw, Hua-Peng and Lee, Albert K} } @article {45062, title = {Natural whisker-guided behavior by head-fixed mice in tactile virtual reality.}, journal = {Journal of Neuroscience}, volume = {34}, year = {2014}, month = {2014 Jul 16}, pages = {9537-50}, abstract = {

During many natural behaviors the relevant sensory stimuli and motor outputs are difficult to quantify. Furthermore, the high dimensionality of the space of possible stimuli and movements compounds the problem of experimental control. Head fixation facilitates stimulus control and movement tracking, and can be combined with techniques for recording and manipulating neural activity. However, head-fixed mouse behaviors are typically trained through extensive instrumental conditioning. Here we present a whisker-based, tactile virtual reality system for head-fixed mice running on a spherical treadmill. Head-fixed mice displayed natural movements, including running and rhythmic whisking at 16 Hz. Whisking was centered on a set point that changed in concert with running so that more protracted whisking was correlated with faster running. During turning, whiskers moved in an asymmetric manner, with more retracted whisker positions in the turn direction and protracted whisker movements on the other side. Under some conditions, whisker movements were phase-coupled to strides. We simulated a virtual reality tactile corridor, consisting of two moveable walls controlled in a closed-loop by running speed and direction. Mice used their whiskers to track the walls of the winding corridor without training. Whisker curvature changes, which cause forces in the sensory follicles at the base of the whiskers, were tightly coupled to distance from the walls. Our behavioral system allows for precise control of sensorimotor variables during natural tactile navigation.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.0712-14.2014}, author = {Sofroniew, Nicholas J and Cohen, Jeremy D and Lee, Albert K and Svoboda, Karel} } @article {45041, title = {Whole-cell patch-clamp recordings in freely moving animals.}, journal = {Methods in Molecular Biology}, volume = {1183}, year = {2014}, month = {2014 Jun 20}, pages = {263-76}, abstract = {

The patch-clamp technique and the whole-cell measurements derived from it have greatly advanced our understanding of the coding properties of individual neurons by allowing for a detailed analysis of their excitatory/inhibitory synaptic inputs, intrinsic electrical properties, and morphology. Because such measurements require a high level of mechanical stability they have for a long time been limited to in vitro and anesthetized preparations. Recently, however, a considerable amount of effort has been devoted to extending these techniques to awake restrained/head-fixed preparations allowing for the study of the input-output functions of neurons during behavior. In this chapter we describe a technique extending patch-clamp recordings to awake animals free to explore their environments.

}, issn = {1940-6029}, doi = {10.1007/978-1-4939-1096-0_17}, author = {Lee, Albert K and Epsztein, J{\'e}r{\^o}me and Brecht, Michael} } @article {5103, title = {Hippocampal place fields emerge upon single-cell manipulation of excitability during behavior.}, journal = {Science}, volume = {337}, year = {2012}, month = {2012 Aug 17}, pages = {849-53}, abstract = {

The origin of the spatial receptive fields of hippocampal place cells has not been established. A hippocampal CA1 pyramidal cell receives thousands of synaptic inputs, mostly from other spatially tuned neurons; however, how the postsynaptic neuron{\textquoteright}s cellular properties determine the response to these inputs during behavior is unknown. We discovered that, contrary to expectations from basic models of place cells and neuronal integration, a small, spatially uniform depolarization of the spatially untuned somatic membrane potential of a silent cell leads to the sudden and reversible emergence of a spatially tuned subthreshold response and place-field spiking. Such gating of inputs by postsynaptic neuronal excitability reveals a cellular mechanism for receptive field origin and may be critical for the formation of hippocampal memory representations.

}, issn = {1095-9203}, doi = {10.1126/science.1221489}, author = {Lee, Doyun and Lin, Bei-Jung and Lee, Albert K} } @article {46324, title = {Intracellular recording in behaving animals.}, journal = {Current Opinion in Neurobiology}, volume = {22}, year = {2012}, month = {2012 Feb}, pages = {34-44}, abstract = {

Electrophysiological recordings from behaving animals provide an unparalleled view into the functional role of individual neurons. Intracellular approaches can be especially revealing as they provide information about a neuron{\textquoteright}s inputs and intrinsic cellular properties, which together determine its spiking output. Recent technical developments have made intracellular recording possible during an ever-increasing range of behaviors in both head-fixed and freely moving animals. These recordings have yielded fundamental insights into the cellular and circuit mechanisms underlying neural activity during natural behaviors in such areas as sensory perception, motor sequence generation, and spatial navigation, forging a direct link between cellular and systems neuroscience.

}, keywords = {Animals, Behavior, Animal, Brain, Electrophysiology, Intracellular Space, Neurophysiology}, issn = {1873-6882}, doi = {10.1016/j.conb.2011.10.013}, author = {Long, Michael A and Lee, Albert K} } @article {2694, title = {Intracellular determinants of hippocampal CA1 place and silent cell activity in a novel environment.}, journal = {Neuron}, volume = {70}, year = {2011}, month = {2011 Apr 14}, pages = {109-20}, abstract = {

For each environment a rodent has explored, its hippocampus contains a map consisting of a unique subset of neurons, called place cells, that have spatially tuned spiking there, with the remaining neurons being essentially silent. Using whole-cell recording in freely moving rats exploring a novel maze, we observed differences in intrinsic cellular properties and input-based subthreshold membrane potential levels underlying this division into place and silent cells. Compared to silent cells, place cells had lower spike thresholds and peaked versus flat subthreshold membrane potentials as a function of animal location. Both differences were evident from the beginning of exploration. Additionally, future place cells exhibited higher burst propensity before exploration. Thus, internal settings appear to predetermine which cells will represent the next novel environment encountered. Furthermore, place cells fired spatially tuned bursts with large, putatively calcium-mediated depolarizations that could trigger plasticity and stabilize the new map for long-term storage. Our results provide new insight into hippocampal memory formation.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2011.03.006}, author = {Epsztein, J{\'e}r{\^o}me and Brecht, Michael and Lee, Albert K} } @article {1344, title = {Impact of spikelets on hippocampal CA1 pyramidal cell activity during spatial exploration.}, journal = {Science}, volume = {327}, year = {2010}, month = {2010 Jan 22}, pages = {474-7}, abstract = {

In vivo intracellular recordings of hippocampal neurons reveal the occurrence of fast events of small amplitude called spikelets or fast prepotentials. Because intracellular recordings have been restricted to anesthetized or head-fixed animals, it is not known how spikelet activity contributes to hippocampal spatial representations. We addressed this question in CA1 pyramidal cells by using in vivo whole-cell recording in freely moving rats. We observed a high incidence of spikelets that occurred either in isolation or in bursts and could drive spiking as fast prepotentials of action potentials. Spikelets strongly contributed to spiking activity, driving approximately 30\% of all action potentials. CA1 pyramidal cell firing and spikelet activity were comodulated as a function of the animal{\textquoteright}s location in the environment. We conclude that spikelets have a major impact on hippocampal activity during spatial exploration.

}, keywords = {Action Potentials, Animals, CA1 Region, Exploratory Behavior, Hippocampal, Male, Maze Learning, Patch-Clamp Techniques, Pyramidal Cells, Rats, Space Perception, Wistar}, issn = {1095-9203}, doi = {10.1126/science.1182773}, author = {Epsztein, J{\'e}r{\^o}me and Lee, Albert K and Chorev, Edith and Brecht, Michael} } @article {1343, title = {Head-anchored whole-cell recordings in freely moving rats.}, journal = {Nature Protocols}, volume = {4}, year = {2009}, month = {2009}, pages = {385-92}, abstract = {

Intracellular recordings are routinely used to study the synaptic and intrinsic properties of neurons in vitro. A key requirement for these recordings is a mechanically very stable preparation; thus their use in vivo had been limited previously to head-restrained animals. We have recently demonstrated that anchoring the electrode rigidly in place with respect to the skull provides sufficient stabilization for long-lasting, high-quality whole-cell recordings in awake, freely moving rats. This protocol describes our procedure in detail, adds specific instructions for targeting hippocampal CA1 pyramidal neurons and updates it with changes that facilitate patching and improve the success rate. The changes involve combining a standard, nonhead-mounted micromanipulator with a gripper to firmly hold the recording pipette during the anchoring process then gently release it afterwards. The procedure from the beginning of surgery to the end of a recording takes approximately 5 h. This technique allows new studies of the mechanisms underlying neuronal integration and cellular/synaptic plasticity in identified cells during natural behaviors.

}, keywords = {Animals, Brain, Electrodes, Implanted, Neurology, Neurons, Patch-Clamp Techniques, Rats, Wakefulness}, issn = {1750-2799}, doi = {10.1038/nprot.2009.5}, author = {Lee, Albert K and Epsztein, J{\'e}r{\^o}me and Brecht, Michael} } @article {1342, title = {Whole-cell recordings in freely moving rats.}, journal = {Neuron}, volume = {51}, year = {2006}, month = {2006 Aug 17}, pages = {399-407}, abstract = {

Intracellular recording, which allows direct measurement of the membrane potential and currents of individual neurons, requires a very mechanically stable preparation and has thus been limited to in vitro and head-immobilized in vivo experiments. This restriction constitutes a major obstacle for linking cellular and synaptic physiology with animal behavior. To overcome this limitation we have developed a method for performing whole-cell recordings in freely moving rats. We constructed a miniature head-mountable recording device, with mechanical stabilization achieved by anchoring the recording pipette rigidly in place after the whole-cell configuration is established. We obtain long-duration recordings (mean of approximately 20 min, maximum 60 min) in freely moving animals that are remarkably insensitive to mechanical disturbances, then reconstruct the anatomy of the recorded cells. This head-anchored whole-cell recording technique will enable a wide range of new studies involving detailed measurement and manipulation of the physiological properties of identified cells during natural behaviors.

}, keywords = {Animal, Animals, Behavior, Brain, Electrodes, Implanted, Male, Membrane Potentials, Microelectrodes, Neurons, Newborn, Patch-Clamp Techniques, Rats, Sprague-Dawley, Wakefulness, Wistar}, issn = {0896-6273}, doi = {10.1016/j.neuron.2006.07.004}, author = {Lee, Albert K and Manns, Ian D and Sakmann, Bert and Brecht, Michael} } @article {1341, title = {A combinatorial method for analyzing sequential firing patterns involving an arbitrary number of neurons based on relative time order.}, journal = {Journal of Neurophysiology}, volume = {92}, year = {2004}, month = {2004 Oct}, pages = {2555-73}, abstract = {

Information processing in the brain is believed to require coordinated activity across many neurons. With the recent development of techniques for simultaneously recording the spiking activity of large numbers of individual neurons, the search for complex multicell firing patterns that could help reveal this neural code has become possible. Here we develop a new approach for analyzing sequential firing patterns involving an arbitrary number of neurons based on relative firing order. Specifically, we develop a combinatorial method for quantifying the degree of matching between a "reference sequence" of N distinct "letters" (representing a particular target order of firing by N cells) and an arbitrarily long "word" composed of any subset of those letters including repeats (representing the relative time order of spikes in an arbitrary firing pattern). The method involves computing the probability that a random permutation of the word{\textquoteright}s letters would by chance alone match the reference sequence as well as or better than the actual word does, assuming all permutations were equally likely. Lower probabilities thus indicate better matching. The overall degree and statistical significance of sequence matching across a heterogeneous set of words (such as those produced during the course of an experiment) can be computed from the corresponding set of probabilities. This approach can reduce the sample size problem associated with analyzing complex firing patterns. The approach is general and thus applicable to other types of neural data beyond multiple spike trains, such as EEG events or imaging signals from multiple locations. We have recently applied this method to quantify memory traces of sequential experience in the rodent hippocampus during slow wave sleep.

}, keywords = {Algorithms, Animals, Computer Simulation, Data Interpretation, Electric Stimulation, Electroencephalography, Electrophysiology, Hippocampus, Neural Networks (Computer), Neurons, Probability, Rats, Sample Size, Sleep, Statistical}, issn = {0022-3077}, doi = {10.1152/jn.01030.2003}, author = {Lee, Albert K and Wilson, Matthew A} } @article {1340, title = {Memory of sequential experience in the hippocampus during slow wave sleep.}, journal = {Neuron}, volume = {36}, year = {2002}, month = {2002 Dec 19}, pages = {1183-94}, abstract = {

Rats repeatedly ran through a sequence of spatial receptive fields of hippocampal CA1 place cells in a fixed temporal order. A novel combinatorial decoding method reveals that these neurons repeatedly fired in precisely this order in long sequences involving four or more cells during slow wave sleep (SWS) immediately following, but not preceding, the experience. The SWS sequences occurred intermittently in brief ( approximately 100 ms) bursts, each compressing the behavioral sequence in time by approximately 20-fold. This rapid encoding of sequential experience is consistent with evidence that the hippocampus is crucial for spatial learning in rodents and the formation of long-term memories of events in time in humans.

}, keywords = {Action Potentials, Animals, Computer-Assisted, Hippocampus, Learning, Long-Evans, Male, Memory, Neural Pathways, Neuropsychological Tests, Pyramidal Cells, Rats, Signal Processing, Signal Transduction, Sleep, Synaptic Transmission}, issn = {0896-6273}, author = {Lee, Albert K and Wilson, Matthew A} }