The information from such groups of responsive neurons can be easily decoded (using, for example, dot product decoding utilizing the vector of firing rates of the neurons) by a pattern association network (Rolls et al. 1997a; Rolls 2008, 2012a; Rolls and Treves 2011).
The FFS process utilizes the weight vector of the first latent variable generated by the Linear PLS (L-PLS) algorithm to ascertain feature importance.
7, 8 Alternatively, methods that utilize the whole vector of P values or fold-changes have been developed.
Next, utilize the optimal vector of positional weight w and take the stacking energy provided by PDNN as the initial value.
The GS system utilizes the plasmid vector pEE14, which carries the gene of interest and encodes a GS mini-gene.
The activity was calculated by utilizing the motion vectors of the neighboring and co-located blocks of the current block.
We utilize equispacing constraints on the vector of objective values, as discussed in a previous paper dealing with the unconstrained problem.
This is a variant of the Gauss-Newton method that utilizes the Jacobian of the residual vector (see Additional file 1 ) to approximate and iteratively upgrade the parameter vector.
The RBPF utilizes the division of the state vector into two subcomponents, where it is possible to factorize the posterior distribution,, as (6).
Among the rest of the parameters, FML-kNN utilizes a vector of size equal to the input dataset's dimensions, indicating the weight of each feature according to its significance to the problem.
