An alternative approach is to use a single classifier that learns a direct mapping from inputs to the space of hierarchically consistent labels; this can be achieved using structured prediction, which is a framework for learning a mapping from inputs to label spaces that have a structure associated with them.
In the first surgery, we injected 250 500 nl of AAV into the projection site (AAV5-FLEX-TVA, 1 × 10 particles/ml and AAV1-BFP, 9 × 10 particles/ml) and either AAV8-FLEX-RG (2 × 10 particles/ml) (Watabe-Uchida et al., 2012) (to label inputs), or no virus (to label only starter neurons) into both the VTA and SNc.
There is an image of a TV to the right, it has coloured arrows to label the input ports.
(G ) A schematic of the injections used to label the inputs of projection-specific populations of dopamine neurons throughout the brain.
Random instances of line drawings are then obtained as perspective projections of these scenes, and can be used as an input to standard labeling algorithms so as to derive experimental estimates of the complexity of these algorithms.
From each sample, 200 ng total RNA was reverse transcribed to cDNA and subsequently amplified to labeled cRNA using Low Input Quick Amp Labeling kits (v6.5; Agilent Technologies) as per manufacturer's instructions.
Then, each participant's drawn map is scanned, input to the software, its labeled locations are marked, and it is compared to the master map and given a similarity score.
Briefly, 200 ng of RNA was amplified by conversion to cDNA, and subsequently to labelled cRNA, with the Low-Input Quick Amplification Labelling kit (Agilent Technologies).
Given an instance of the minimum 1-labeling problem, that is, a network G = (V, E), an anchor a ∈ V and a single set of terminals T ⊂ V, we generate the following input to the minimum k-labeling problem.
Most TVs have the input connectors labeled to match the input options on the TV.
