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by peter_d_sherman·1y ago·view on hn ↗
Perplexity.ai:

Me: "Explain 'Gaussian Envelope'"

Perplexity: "A Gaussian envelope is a mathematical function used to modulate another function, often a wave or signal, by applying a Gaussian-shaped curve. This modulation results in a smooth, bell-shaped curve that outlines the extremes of the modulated signal...

[...]

Application: In signal processing, a Gaussian envelope is often used to shape or control the amplitude of oscillating signals or wave packets...

[...]

Wave Packets: In physics, particularly in quantum mechanics and optics, Gaussian envelopes are used to form wave packets. A wave packet can be described as a plane wave modulated by a Gaussian envelope, which helps localize the wave in space and time...

[...]

Signal Processing: Gaussian envelopes are used in generating pulses with specific characteristics... [...] For instance, a sinusoidal pulse can be modulated with a Gaussian envelope to control its amplitude over time.

Fourier Transform: The Fourier transform of a Gaussian function is also a Gaussian, which makes it particularly useful in frequency domain analysis. This property allows for efficient analysis and manipulation of signals with Gaussian envelopes.

Related:

https://en.wikipedia.org/wiki/Envelope_(waves)

https://en.wikipedia.org/wiki/Gaussian_function

https://en.wikipedia.org/wiki/Fourier_transform

Paper: "A Fourier Approach to Mixture Learning"

(It has Gaussian stuff, it has Fourier stuff, what's not to love? :-) <g>):

https://openreview.net/pdf?id=thirVlDJ2IL

Star Trek IV: (Computer to Mr. Spock): "Adjust the sine wave of this magnetic envelope so that anti-neutrons can pass through it, but anti-gravitons can not..."

https://www.youtube.com/watch?v=u2ooUXjNPS8&t=51s

:-)