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Emerson Lopes Machadoa

Papers on Lattice

1

Total citations

0

Topics

2

Research focus

Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Cristiano Jacques Miosso (1)Ricardo Pezzuol Jacobi (1)

Papers (1)

Apr 6, 2026

Emerson Lopes Machadoa +2Apr 6, 2026·also University of Brasilia, University of Brasilia at Gama

Integer-Only Operations on Extreme Learning Machine Test Time Classification

ELMs can classify with nearly the same accuracy using *only* integer operations, opening the door to efficient, low-power hardware implementations.

Emerson Lopes Machadoa, Cristiano Jacques Miosso, Ricardo Pezzuol Jacobi

Inference & Quantization Training Efficiency & Optimization