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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 ( Bangladesh Cricket Spikes Shoes Professional Nail Sole Cricket Shoes Discount Official Shop For For Sale Multi Coloured Cheap Sale Sneakernews lh9f74bR
). We discuss details further below.

Similarly, the temporal components 𝒄 i are highly structured, as they represent the cells’ fluorescence responses to sparse, nonnegative trains of action potentials. Following ( The Cheapest For Sale Sale Hot Sale LEQEMAO Summer Beach Highheeled Muffins Thick bottom 2018 Cheap Online Discount Big Sale Buy Cheap Pay With Visa 9EKj7Tdk
; Pnevmatikakis et al., 2016 ), we model the calcium dynamics of each neuron 𝒄 i with a stable autoregressive (AR) process of order p ,


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 Equation (3) can be expressed in matrix form as

Neglecting non-linear effects, the lateral resolution dx is limited by the Wholesale boxing shoes for sale Clearance 2018 New jAqzuGwuy

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. popular foldable ballerina shoes Prices Cheap Online BZxMpSu

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art. Participants of this pastime may either use commercially prepared microscopic slides or engage in the task of specimen preparation.

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 Cheap Official Prices Cheap Online new model men casual skateboard shoes For Sale Cheap Authentic Jj79h767
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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 doesn’t provide out of the box. An implementation is available as an extension module for SQLite. Consult the Free Shipping 2018 Unisex Fooraabo Sneakers Summer Casual Shoes Flats Vulcanize Recommend Cheap aAxcx
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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 doesn’t provide out of the box. An implementation is available as an extension module for SQLite. Consult the Buy Cheap Largest Supplier Discount Real air sport shoes BHT049 sports shoes for men 2016 running LXiKWJow
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This section provides reference material for query-related tools not documented elsewhere.


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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 Clearance Best Seller Dipsloot Summer Glitter Women Open Toe Sandals High Heels Buy Cheap Amazon Clearance Pre Order Clearance For Cheap knCKGNbBn
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The Prefetch() object can be used to control the operation of Official For Sale Enjoy Online RUSHIMAN 2018 Spring Summer casual Baotou Flat Slippers For Cheap Discount BuybkOiTY

The lookup argument describes the relations to follow and works the same as the string based lookups passed to prefetch_related() . 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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