Search Results for author: C. Tanner Fredieu

Found 3 papers, 0 papers with code

Investigating Continuous Learning in Spiking Neural Networks

no code implementations9 Oct 2023 C. Tanner Fredieu

All models were able to correctly identify the current classes, but they would immediately see a sharp performance drop in previous classes due to catastrophic forgetting.

Transfer Learning

Open-set Classification of Common Waveforms Using A Deep Feed-forward Network and Binary Isolation Forest Models

no code implementations1 Oct 2021 C. Tanner Fredieu, Anthony Martone, R. Michael Buehrer

Results for the IF models showed an overall accuracy of 98% when detecting known and unknown signals with signal impairments present.

open-set classification

Classification of Common Waveforms Including a Watchdog for Unknown Signals

no code implementations16 Aug 2021 C. Tanner Fredieu, Justin Bui, Anthony Martone, Robert J. Marks II, Charles Baylis, R. Michael Buehrer

Synchronization of the signals is not needed as we assume there is an unknown and uncompensated time and frequency offset.

Classification

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