We integrate multiple types of input features by using appropriate neural network components to process each of them.
It accepts video from multiple types of input, including composite and S-Video plus RF input and output for connection to a cable box or antenna.
Integrative structural modeling uses multiple types of input information and proceeds in four stages: (i) gathering information, (ii) designing model representation and converting information into a scoring function, (iii) sampling good-scoring models, and (iv) analyzing models and information.
This meant designing an interface that could handle multiple types of input, including keyboards, mice, touch, and styli, as well as multiple form factors, from small tablets that can fit in a coat pocket to all-in-ones that can do double duty as a television.
Although the methodology seems to focus on simplified aspects of a complex system (the urban environment), its flexibility allows the integration of multiple types of input data (whether statistical indices or variables obtained through other methods) and facilitates the testing of multiple hypotheses in an effort to explain links between different socioeconomic and habitat dimensions.
For supervised learning with multiple types of input data, the decision function will need to successfully integrate the different components of the input data.
The coincidence of these associations appearing in the same k samples establishes the strong signals that multiple types of input variables explain the response variables.
The construction of Gaussian process models that use multiple types of input data has also been considered (Archambeau and Bach, 2011).
This is likely because these neurons receive multiple types of input with unobserved dynamics representing hidden states (Petreanu et al., 2009).
In the age of integrative structural biology, protein ensemble structures can be better visualized with the joint refinement against multiple types of experimental inputs including but not limited to NMR, cryo-EM, and FRET.
A similar mechanism could be built into the metabolite annotation application suggested above, where multiple types of metabolite information could be input simultaneously as search criteria.
