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Neural Networks For Feature Analysis

Daksh, Mayank, and Katie

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Goals for this week

  • Setting Up iLab accounts

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  • Getting started with Github

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  • Making the Synthetic Bee simulator

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Monday - The Garage Beehive

Why?

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It’s cool and interesting !!!

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We need to observe the behaviour of real bees so we can simulate a realistic synthetic bee

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Bee prototype 1 Jitterbug (Looks like a electrocuted bug)

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It does not work because “random” function in python is not really random in the way we want it to be random.

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Power Law comes into play

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Power Law

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Words in the article “Rutgers University” on wikipedia

“The” ≅ 2*”of” ≅ 3*”and”

(1200) ≅ 2*(583) ≅ 3*(450)

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A fascinating Law of nature modeled as y ≅ x^(1/n)

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Bee Model With Power Law

The steps are governed by Power Law, and rotation is governed by a gaussian distribution

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It looks Like a Bee!!!

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Goals for next week

ML - Machine learning

  • Export the video recording of Bee Simulator to ML model
  • Brainstorm a scalable non-randomness function and test it with the ML model
  • Data heavy research →