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  2. Generating function - Wikipedia

    en.wikipedia.org/wiki/Generating_function

    An example where convolutions of generating functions are useful allows us to solve for a specific closed-form function representing the ordinary generating function for the Catalan numbers, C n. In particular, this sequence has the combinatorial interpretation as being the number of ways to insert parentheses into the product x 0 · x 1 ·⋯ ...

  3. Central pattern generator - Wikipedia

    en.wikipedia.org/wiki/Central_pattern_generator

    Central pattern generators can also play a role in rhythm generation for other functions in vertebrates. For example, the rat vibrissa system uses an unconventional CPG for whisking movements . "Like other CPGs, the whisking generator can operate without cortical input or sensory feedback.

  4. Data generating process - Wikipedia

    en.wikipedia.org/wiki/Data_generating_process

    In statistics and in empirical sciences, a data generating process is a process in the real world that "generates" the data one is interested in. [1] This process encompasses the underlying mechanisms, factors, and randomness that contribute to the production of observed data.

  5. Moment-generating function - Wikipedia

    en.wikipedia.org/wiki/Moment-generating_function

    In probability theory and statistics, the moment-generating function of a real-valued random variable is an alternative specification of its probability distribution.Thus, it provides the basis of an alternative route to analytical results compared with working directly with probability density functions or cumulative distribution functions.

  6. Probability-generating function - Wikipedia

    en.wikipedia.org/.../Probability-generating_function

    Other generating functions of random variables include the moment-generating function, the characteristic function and the cumulant generating function. The probability generating function is also equivalent to the factorial moment generating function , which as E ⁡ [ z X ] {\displaystyle \operatorname {E} \left[z^{X}\right]} can also be ...

  7. Category:Generating functions - Wikipedia

    en.wikipedia.org/wiki/Category:Generating_functions

    Download as PDF; Printable version; In other projects Wikidata item; ... Pages in category "Generating functions" The following 12 pages are in this category, out of ...

  8. Generative model - Wikipedia

    en.wikipedia.org/wiki/Generative_model

    For example, GPT-3, and its precursor GPT-2, [11] are auto-regressive neural language models that contain billions of parameters, BigGAN [12] and VQ-VAE [13] which are used for image generation that can have hundreds of millions of parameters, and Jukebox is a very large generative model for musical audio that contains billions of parameters. [14]

  9. Generation effect - Wikipedia

    en.wikipedia.org/wiki/Generation_effect

    The generation effect is typically achieved in cognitive psychology experiments by asking participants to generate words from word fragments. [2] This effect has also been demonstrated using a variety of other materials, such as when generating a word after being presented with its antonym, [3] synonym, [1] picture, [4] arithmetic problems, [2] [5] or keyword in a paragraph. [6]

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