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02/10/2023
Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
"Forward-only" algorithms, which train neural networks while avoiding a ...
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11/23/2022
Human or Machine? Turing Tests for Vision and Language
As AI algorithms increasingly participate in daily activities that used ...
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01/27/2022
Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass
Supervised learning in artificial neural networks typically relies on ba...
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01/16/2022
Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons
In natural auditory environments, acoustic signals originate from the te...
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10/28/2019
A Bin Encoding Training of a Spiking Neural Network-based Voice Activity Detection
Advances of deep learning for Artificial Neural Networks(ANNs) have led ...
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10/22/2019