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Phase-of-firing code is a neural coding scheme that combines the spike count code with a time reference based on oscillations. This type of code takes into account a time label for each spike according to a time reference based on phase of local ongoing oscillations at low [39] or high frequencies. [40]
Implicit about the decoding hypothesis is the assumption that neural spiking in the brain somehow represents stimuli in the external world. The decoding of neural data would be impossible if the neurons were firing randomly: nothing would be represented. This process of decoding neural data forms a loop with neural encoding. First, the organism ...
Analyzing actual neural system in response to natural images In a report in Science from 2000, William E. Vinje and Jack Gallant outlined a series of experiments used to test elements of the efficient coding hypothesis, including a theory that the non-classical receptive field (nCRF) decorrelates projections from the primary visual cortex .
If a word meaning is grounded in the visual shapes of the objects, the word form circuit is active together with neural activity in the ventral-temporal visual stream related to processing of visual object information. Correlation learning links the word and object circuits, resulting in an embodied object-semantic relationship. To study the ...
Explainable AI (XAI), often overlapping with interpretable AI, or explainable machine learning (XML), is a field of research within artificial intelligence (AI) that explores methods that provide humans with the ability of intellectual oversight over AI algorithms.
Semantic spaces [note 1] [1] in the natural language domain aim to create representations of natural language that are capable of capturing meaning. The original motivation for semantic spaces stems from two core challenges of natural language: Vocabulary mismatch (the fact that the same meaning can be expressed in many ways) and ambiguity of natural language (the fact that the same term can ...
She specializes in language acquisition and the neural bases of language, and she has also conducted research on language development in autism and computer speech recognition. Kuhl currently serves as an associate editor for the journals Journal of the Acoustical Society of America, Neuroscience, and Developmental Science.
Decipherment should not be confused with cryptanalysis, which aims to decipher special written codes or ciphers used in intentionally concealed secret communication (especially during war). It should also not be confused with determining the meaning of ambiguous text in a known language (interpretation). [4]