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Each spatial footprint 𝒂 i should be spatially localized and sparse, since a given neuron will cover only a small fraction of the field of view, and therefore most elements of 𝒂 i will be zero. Thus, we need to incorporate spatial locality and sparsity constraints on A ( 2015 Wholesale clothing adjustable semisoft PU wheels 4 wheels roller skates blue and red and pink roller shoes Perfect Clearance Get To Buy QwEVRl
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Similarly, the temporal components 𝒄 i are highly structured, as they represent the cells’ fluorescence responses to sparse, nonnegative trains of action potentials. Following ( SAGACE 2018 High Heels Peep Toe Summer Open Toe High Heels Pay With Paypal For Sale tBXP85u
; Pnevmatikakis et al., 2016 ), we model the calcium dynamics of each neuron 𝒄 i with a stable autoregressive (AR) process of order p ,

(3)

where s i ( t ) 0 is the number of spikes that neuron fired at the t -th frame. (Note that there is no further noise input into c i ( t ) beyond the spike signal s i ( t ) .) The AR coefficients { γ j ( i ) } are different for each neuron and they are estimated from the data. In practice, we usually pick p = 2 , thus incorporating both a nonzero rise and decay time of calcium transients in response to a spike; then Cheap Sale Wholesale Price Free Shipping For Sale Fashion Men Footwear Green Velvet Loafers Hot Drilling Shoes r5rTdQ7l
can be expressed in matrix form as

Neglecting non-linear effects, the lateral resolution dx is limited by the Abbe diffraction limit :

d x = λ / ( 2 N A ) {\displaystyle dx=\lambda /(2*NA)}

where λ {\displaystyle \lambda } is the wavelength of the excitation laser and NA is the numerical aperture of the objective lens. The Abbe diffraction limit holds if the incoming wave front is parallel. In reality, however, the laser beam profile is Gaussian. Therefore, in order to the calculate the achievable resolution, formulas for truncated Gaussian beams have to be used. With Mastercard Cheap Price Fast Delivery Cheap Online Crysatl Beach Sandals Bohemia Gladiator Casual MsNoki Cheap Sale Cheapest JF9QzTD

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While microscopy is a central tool in the documentation of biological specimens, it is, in general, insufficient to justify the description of a new species based on microscopic investigations alone. Often genetic and biochemical tests are necessary to confirm the discovery of a new species. A Thick Bottom High Heel Peep Toe Womens Cooling Platform Black Fitting Room Large Size Slippers Lowest Price Online PM7m28OB
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Has one optional argument:

If , the count will only include unique instances. This is the SQL equivalent of . The default value is .

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Returns the maximum value of the given expression.

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Returns the minimum value of the given expression.

Returns the standard deviation of the data in the provided expression.

By default, StdDev returns the population standard deviation. However, if sample=True , the return value will be the sample standard deviation.

SQLite

SQLite doesn’t provide out of the box. An implementation is available as an extension module for SQLite. Consult the Discount Real 2018 comfortable casual slipon men shoes men sport shoes High Quality Online Buy Cheap Pictures Prices For Sale GPCdFbO
for instructions on obtaining and installing this extension.

Computes the sum of all values of the given expression.

Returns the variance of the data in the provided expression.

By default, Variance returns the population variance. However, if sample=True , the return value will be the sample variance.

SQLite

SQLite doesn’t provide out of the box. An implementation is available as an extension module for SQLite. Consult the YOUGOLUN Platform Slippers Summer Genuine Leather Flat Sale Shop For Authentic GEan8SB
for instructions on obtaining and installing this extension.

This section provides reference material for query-related tools not documented elsewhere.

objects

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object, encapsulates a SQL expression in a Python object that can be used in database-related operations.

In general, make it possible to define and reuse conditions. This permits the TASSLYNN 2018 Hook loop PU Casual Wedges Med Heels Sandals Browse For Sale Classic 2018 Newest Online Free Shipping Geniue Stockist V1wO6BFgdX
using () and () operators; in particular, it is not otherwise possible to use in .

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The lookup argument describes the relations to follow and works the same as the string based lookups passed to sh20174a Wholesale custom print china women canvas shoe Cheap Buy 5ykms2
. For example:

The queryset argument supplies a base QuerySet for the given lookup. This is useful to further filter down the prefetch operation, or to call select_related() from the prefetched relation, hence reducing the number of queries even further:

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