18 citations · 21 across the 3 of their papers we have counts for
3 papers
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
Recently, the EAGL-I system was developed to rapidly create massive labeled datasets of plants intended to be commonly used by farmers and researchers to create AI-driven solutions…
Polynomial degree reduction in the -norm on a symmetric interval for the canonical basis
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
In this paper, we develop a direct formula for determining the coefficients in the canonical basis of the best polynomial of degree that approximates a polynomial of degree $N>…
1-Dimensional polynomial neural networks for audio signal related problems
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
In addition to being extremely non-linear, modern problems require millions if not billions of parameters to solve or at least to get a good approximation of the solution, and neur…