6 citations · 10 across the 3 of their papers we have counts for
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cs.LG2021
Feature Alignment as a Generative Process
Tiago de Souza Farias, Jonas Maziero
Reversibility in artificial neural networks allows us to retrieve the input given an output. We present feature alignment, a method for approximating reversibility in arbitrary neu…
cs.LG2018★ 6 cited
Gradient target propagation
Tiago de Souza Farias, Jonas Maziero
We report a learning rule for neural networks that computes how much each neuron should contribute to minimize a giving cost function via the estimation of its target value. By the…