MOLPRINT2D descriptors encode atom environment based on SYBYL atom types (i.e. atom type and hybridization state) derived from the molecular graph.
Furthermore, gene expression is inherently variable (Eldar and Elowitz, 2010), but this property is rarely studied in vivo in multicellular animals; thus we also sought to determine how gene-expression variability affects the ability of the worm to encode its environment.
Independent coding offers a massively increased ability to encode multiple environments, while coordinated coding provides a mechanism by which robust sequential activity can be generated despite the noisy intrinsic properties of individual place cells.
Note that, unlike a Daylight-type fingerprint such as RDK5, the path itself is not encoded and the environment of an atom is only encoded to the extent of counting the number of heavy atoms attached.
Circular fingerprints were developed more recently [47], and encode circular atom environments up to a certain bond radius from the central atom.
I therefore integrate access analysis with an examination of how built environments encode meanings and nonverbally communicate them to inhabitants and visitors, potentially influencing their actions and interactions.
Circular fingerprints are also hashed fingerprints which encode circular atom environments up to a maximum bond radius from the central atom rather than looking for paths through a chemical graph.
In order to solve most of the existing mobile robotics applications, the robot needs some information about its spatial environment encoded in what it has been commonly called a map.
Notably, it is similar to physical complexity, which is a measure of the amount of information that an organism encodes about its environment [4], [5].
However, stored information is less likely to be forgotten if it can be repeatedly re-encoded from the environment and/or re-activated within the declarative memory system via consolidation processes (Alvarez & Squire, 1994; Inostroza & Born, 2013).
