@article {59912, title = {NWB:N 2.0: An accessible data standard for neurophysiology.}, journal = {bioRxiv}, year = {2019}, month = {2019 Jan 17}, abstract = {

Neurodata Without Borders: Neurophysiology (NWB:N) is a data standard for neurophysiology, providing neuroscientists with a common standard to share, archive, use, and build common analysis tools for neurophysiology data. With NWB:N version 2.0 (NWB:N 2.0) we made significant advances towards creating a usable standard, software ecosystem, and vibrant community for standardizing neurophysiology data. In this manuscript we focus in particular on the NWB:N data standard schema and present advances towards creating an accessible data standard for neurophysiology.

}, doi = {10.1101/523035}, author = {Rubel, Oliver and Tritt, Andrew and Dichter, Benjamin and Braun, Thomas and Cain, Nicholas and Clack, Nathan G and Davidson, Thomas J and Dougherty, Max and Fillion-Rubin, Jean-Christophe and Graddis, Nile and Grauer, Michael and Kiggins, Justin T and Niu, Lawrence and Ozturk, Doruk and Schroeder, William and Soltesz, Ivan and Sommer, Friedrich T and Svoboda, Karel and Ng, Lydia and et al} } @article {47274, title = {A platform for brain-wide imaging and reconstruction of individual neurons.}, journal = {eLife}, volume = {5}, year = {2016}, month = {2016 Jan 20}, abstract = {

The structure of axonal arbors controls how signals from individual neurons are routed within the mammalian brain. However, the arbors of very few long-range projection neurons have been reconstructed in their entirety, as axons with diameters as small as 100 nm arborize in target regions dispersed over many millimeters of tissue. We introduce a platform for high-resolution, three-dimensional fluorescence imaging of complete tissue volumes that enables the visualization and reconstruction of long-range axonal arbors. This platform relies on a high-speed two-photon microscope integrated with a tissue vibratome and a suite of computational tools for large-scale image data. We demonstrate the power of this approach by reconstructing the axonal arbors of multiple neurons in the motor cortex across a single mouse brain.

}, issn = {2050-084X}, doi = {10.7554/eLife.10566}, author = {Economo, Michael N and Clack, Nathan G and Lavis, Luke D and Gerfen, Charles R and Svoboda, Karel and Myers, Eugene W and Chandrashekar, Jayaram} } @article {6158, title = {The mechanical variables underlying object localization along the axis of the whisker.}, journal = {The Journal of Neuroscience}, volume = {33}, year = {2013}, month = {2013 Apr 17}, pages = {6726-41}, abstract = {

Rodents move their whiskers to locate objects in space. Here we used psychophysical methods to show that head-fixed mice can localize objects along the axis of a single whisker, the radial dimension, with one-millimeter precision. High-speed videography allowed us to estimate the forces and bending moments at the base of the whisker, which underlie radial distance measurement. Mice judged radial object location based on multiple touches. Both the number of touches (1-17) and the forces exerted by the pole on the whisker (up to 573 μN; typical peak amplitude, 100 μN) varied greatly across trials. We manipulated the bending moment and lateral force pressing the whisker against the sides of the follicle and the axial force pushing the whisker into the follicle by varying the compliance of the object during behavior. The behavioral responses suggest that mice use multiple variables (bending moment, axial force, lateral force) to extract radial object localization. Characterization of whisker mechanics revealed that whisker bending stiffness decreases gradually with distance from the face over five orders of magnitude. As a result, the relative amplitudes of different stress variables change dramatically with radial object distance. Our data suggest that mice use distance-dependent whisker mechanics to estimate radial object location using an algorithm that does not rely on precise control of whisking, is robust to variability in whisker forces, and is independent of object compliance and object movement. More generally, our data imply that mice can measure the amplitudes of forces in the sensory follicles for tactile sensation.

}, keywords = {Algorithms, Animals, Biological, Computer Simulation, Corneal Topography, Cues, Decision Making, Electron, Exploratory Behavior, Functional Laterality, Inbred C57BL, Male, Mice, Microscopy, Models, Physical Stimulation, Psychophysics, Scanning, Time Factors, Touch, Vibrissae}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.4316-12.2013}, author = {Pammer, Lorenz and O{\textquoteright}Connor, Daniel H and Hires, S Andrew and Clack, Nathan G and Huber, Daniel and Myers, Eugene W and Svoboda, Karel} } @article {5200, title = {Automated tracking of whiskers in videos of head fixed rodents.}, journal = {PLoS Computational Biology}, volume = {8}, year = {2012}, month = {2012 Jul}, pages = {e1002591}, abstract = {

We have developed software for fully automated tracking of vibrissae (whiskers) in high-speed videos (\>500 Hz) of head-fixed, behaving rodents trimmed to a single row of whiskers. Performance was assessed against a manually curated dataset consisting of 1.32 million video frames comprising 4.5 million whisker traces. The current implementation detects whiskers with a recall of 99.998\% and identifies individual whiskers with 99.997\% accuracy. The average processing rate for these images was 8 Mpx/s/cpu (2.6 GHz Intel Core2, 2 GB RAM). This translates to 35 processed frames per second for a 640 px{\texttimes}352 px video of 4 whiskers. The speed and accuracy achieved enables quantitative behavioral studies where the analysis of millions of video frames is required. We used the software to analyze the evolving whisking strategies as mice learned a whisker-based detection task over the course of 6 days (8148 trials, 25 million frames) and measure the forces at the sensory follicle that most underlie haptic perception.

}, issn = {1553-7358}, doi = {10.1371/journal.pcbi.1002591}, author = {Clack, Nathan G and O{\textquoteright}Connor, Daniel H and Huber, Daniel and Petreanu, Leopoldo and Hires, Andrew and Peron, Simon and Svoboda, Karel and Myers, Eugene W} } @article {2329, title = {Vibrissa-based object localization in head-fixed mice.}, journal = {The Journal of Neuroscience}, volume = {30}, year = {2010}, month = {2010 Feb 3}, pages = {1947-67}, abstract = {

Linking activity in specific cell types with perception, cognition, and action, requires quantitative behavioral experiments in genetic model systems such as the mouse. In head-fixed primates, the combination of precise stimulus control, monitoring of motor output, and physiological recordings over large numbers of trials are the foundation on which many conceptually rich and quantitative studies have been built. Choice-based, quantitative behavioral paradigms for head-fixed mice have not been described previously. Here, we report a somatosensory absolute object localization task for head-fixed mice. Mice actively used their mystacial vibrissae (whiskers) to sense the location of a vertical pole presented to one side of the head and reported with licking whether the pole was in a target (go) or a distracter (no-go) location. Mice performed hundreds of trials with high performance (\>90\% correct) and localized to \<0.95 mm (\<6 degrees of azimuthal angle). Learning occurred over 1-2 weeks and was observed both within and across sessions. Mice could perform object localization with single whiskers. Silencing barrel cortex abolished performance to chance levels. We measured whisker movement and shape for thousands of trials. Mice moved their whiskers in a highly directed, asymmetric manner, focusing on the target location. Translation of the base of the whiskers along the face contributed substantially to whisker movements. Mice tended to maximize contact with the go (rewarded) stimulus while minimizing contact with the no-go stimulus. We conjecture that this may amplify differences in evoked neural activity between trial types.

}, keywords = {Animals, Exploratory Behavior, Head Movements, Inbred C57BL, Mice, Movement, Physical, Restraint, Somatosensory Cortex, Space Perception, Touch, Vibrissae}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3762-09.2010}, author = {O{\textquoteright}Connor, Daniel H and Clack, Nathan G and Huber, Daniel and Komiyama, Takaki and Myers, Eugene W and Svoboda, Karel} } @article {1439, title = {Like-charge interactions between colloidal particles are asymmetric with respect to sign.}, journal = {Soft Matter}, year = {2009}, month = {2009}, pages = {1931-6}, abstract = {

Two-dimensional dispersions of colloidal particles with a range of surface chemistries and electrostatic potentials are characterized under a series of solution ionic strengths. A combination of optical imaging techniques are employed to monitor both the colloid structure and the electrostatic surface potential of individual particles in situ. We find that like-charge multiparticle interactions can be tuned from exclusively repulsive to long-range attractive by changing the particle surface composition. This behavior is strongly asymmetric with respect to the sign of the surface potential. Collective long-range attractive interactions are only observed among negatively charged particles.

}, author = {Clack, Nathan G and Salaita, Khalid and Wu, HJ and Groves, JT and Gomez, EW} } @article {1437, title = {Electrostatic readout of DNA microarrays with charged microspheres.}, journal = {Nature Biotechnology}, volume = {26}, year = {2008}, month = {2008 Jul}, pages = {825-30}, abstract = {

DNA microarrays are used for gene-expression profiling, single-nucleotide polymorphism detection and disease diagnosis. A persistent challenge in this area is the lack of microarray screening technology suitable for integration into routine clinical care. Here, we describe a method for sensitive and label-free electrostatic readout of DNA or RNA hybridization on microarrays. The electrostatic properties of the microarray are measured from the position and motion of charged microspheres randomly dispersed over the surface. We demonstrate nondestructive electrostatic imaging with 10-mum lateral resolution over centimeter-length scales, which is four-orders of magnitude larger than that achievable with conventional scanning electrostatic force microscopy. Changes in surface charge density as a result of specific hybridization can be detected and quantified with 50-pM sensitivity, single base-pair mismatch selectivity and in the presence of complex background. Because the naked eye is sufficient to read out hybridization, this approach may facilitate broad application of multiplexed assays.

}, keywords = {Computer-Assisted, Gene Expression Profiling, Image Interpretation, Microspheres, Oligonucleotide Array Sequence Analysis, Static Electricity}, issn = {1546-1696}, doi = {10.1038/nbt1416}, author = {Clack, Nathan G and Salaita, Khalid and Groves, Jay T} } @article {1438, title = {Many-particle tracking with nanometer resolution in three dimensions by reflection interference contrast microscopy.}, journal = {Langmuir: The ACS Journal of Surfaces and Colloids}, volume = {21}, year = {2005}, month = {2005 Jul 5}, pages = {6430-5}, abstract = {

We have developed and characterized a method, based on reflection interference contrast microscopy, to simultaneously determine the three-dimensional positions of multiple particles in a colloidal monolayer. To evaluate this method, the interaction of 6.8 microm (+/-5\%) diameter lipid-derivatized silica microspheres with an underlying planar borosilicate substrate is studied. Measured colloidal height distributions are consistent with expectations for an electrostatically levitated colloidal monolayer. The precision of the method is analyzed using experimental techniques in addition to computational bootstrapping algorithms. In its present implementation, this technique achieves 16 nm lateral and 1 nm vertical precision.

}, issn = {0743-7463}, doi = {10.1021/la050372r}, author = {Clack, Nathan G and Groves, Jay T} }