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Posts tagged #Chebyshev

Adaptive Neurons for Dynamic Weighting in Neural Networks

Adaptive Neurons for Dynamic Weighting in Neural Networks

Adaptive neurons compute weights as functions using Chebyshev polynomial coefficients. Evaluated on 145 datasets, the model outperformed a MLP on 121, matched 24, and improved in 8% of cases. getnews.me/adaptive-neurons-for-dyn... #adaptivelearning #chebyshev

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Chebyshev Coefficient Decay on Tiny Intervals and Quadrature Impact

Chebyshev Coefficient Decay on Tiny Intervals and Quadrature Impact

Researchers derived formulas showing Chebyshev coefficients shrink proportionally to powers of the interval length L as it narrows, with a fixed number of nodes. Read more: getnews.me/chebyshev-coefficient-de... #chebyshev #spectralmethods

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(2) Given that there is only one such sequence {z_j}, "c" only appears once on the tree.

Like holy fuck. #MarkovNumbers #MarkovNumber #Chebyshev #ChebyshevPolynomial #ChebyshevPolynomials #Unicity

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Okay, actually, this is a total proof outline. Given "c" and treating "b" as a variable, identity III demands strict {z_j} values for each and every "j," in order for the reduced coefficient on each (1.5b)^i to line up with the #ChebyshevPolynomial. #MarkovNumber #MarkovNumbers #Unicity #Chebyshev

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#MarkovNumbers #Unicity #Chebyshev #ChebyshevPolynomial #MarkovNumber this is getting close to the generating function for Chebyshev...

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#MarkovNumbers #Unicity #Chebyshev #ChebyshevPolynomial #MarkovNumber this is getting close to the generating function for Chebyshev...

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Whoops!  Corrected #Chebyshev evolution for #MarkovNumbers towards proving #Unicity

Σ(i=0→i=n)(z_n-i*(x_l/z_0)^i)
=z_0*U_n(3y_m/2)

where z_k is the kth Markov number on a branch; z_0 (which is y_m+1) is the base of the branch; y_m is the "host" of that branch; and x_l is the "host" of y_m's branch

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I think this game is just about over, and the big winner has my initials. #sine and #cosine of the #logarithm of #markovnumbers in order appear to oscillate with perfectly level routine. I'll have to derive how #sinh and #cosh relate to sin and cosine of ln. #markovnumbers #unicity #chebyshev

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Conference presentation subject from this summer. This was a collaboration with math curriculum specialist Samaya Williams, Dustin Ragland from Ableton, and myself. The app was built in MAX MSP & RNBO. Dewey Hulsey did our web design. #music #mued #academia #maxmsp #chebyshev

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"Number the next orientations by a method each expansion of a #CayleyDickson Construction, Webster. Then watch what #MarkovNumber Tree branches do in terms of sequentially finer rotations, and #Unicity how they cleverly dodge intercepting one another."

I think I may have it. #Chebyshev

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