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Pattern recognition is the task of assigning a class to an observation based on patterns extracted from data. While similar, pattern recognition (PR) is not to be confused with pattern machines (PM) which may possess (PR) capabilities but their primary function is to distinguish and create emergent patterns.
In psychology and cognitive neuroscience, pattern recognition is a cognitive process that matches information from a stimulus with information retrieved from memory. [1]Pattern recognition occurs when information from the environment is received and entered into short-term memory, causing automatic activation of a specific content of long-term memory.
Recognition of extracellular or endosomal pathogen-associated molecular patterns is mediated by transmembrane proteins known as toll-like receptors (TLRs). [7] TLRs share a typical structural motif, the leucine rich repeats (LRR), which give them their specific appearance and are also responsible for TLR functionality. [8]
Pathogen-associated molecular patterns (PAMPs) are small molecular motifs conserved within a class of microbes, but not present in the host. [1] They are recognized by toll-like receptors (TLRs) and other pattern recognition receptors (PRRs) in both plants and animals. [2]
Pola is a thanksgiving festival celebrated by farmers in Maharashtra and Chhattisgarh, to acknowledge the importance of bulls and oxen, who are a crucial part of agriculture and farming activities. It falls on the day of the Pithori Amavasya (the new moon day) in the month of Shraavana (usually in August). [ 1 ]
The region of interest for which Markov's inequality gives a lower bound.. A region of interest (often abbreviated ROI) is a sample within a data set identified for a particular purpose. [1]
In machine learning, a variational autoencoder (VAE) is an artificial neural network architecture introduced by Diederik P. Kingma and Max Welling. [1] It is part of the families of probabilistic graphical models and variational Bayesian methods.
Pola Scenic Point is located on the road into Vatia village. This observation site overlooks Pola Island and the Vai'ava Strait National Natural Landmark. [7]: 47 Pola Island is a prominent basalt sea stack with steep cliffs and scenic forest-covered headlands. It is an important nesting place for at least eight seabird species.