Search Results for author: Cassidy Pirlot

Found 3 papers, 2 papers with code

Improving the Accuracy and Robustness of CNNs Using a Deep CCA Neural Data Regularizer

no code implementations6 Sep 2022 Cassidy Pirlot, Richard C. Gerum, Cory Efird, Joel Zylberberg, Alona Fyshe

As convolutional neural networks (CNNs) become more accurate at object recognition, their representations become more similar to the primate visual system.

Object Recognition

Different Spectral Representations in Optimized Artificial Neural Networks and Brains

1 code implementation22 Aug 2022 Richard C. Gerum, Cassidy Pirlot, Alona Fyshe, Joel Zylberberg

For convolutional networks, the best $\alpha$ values depend on the task complexity and evaluation metric: lower $\alpha$ values optimized validation accuracy and robustness to adversarial attack for networks performing a simple object recognition task (categorizing MNIST images of handwritten digits); for a more complex task (categorizing CIFAR-10 natural images), we found that lower $\alpha$ values optimized validation accuracy whereas higher $\alpha$ values optimized adversarial robustness.

Adversarial Attack Adversarial Robustness +1

Analysis of Evolutionary Program Synthesis for Card Games

1 code implementation8 Jan 2021 Rohan Saha, Cassidy Pirlot

We report the results by providing a comprehensive analysis of the set of rules and their implications.

Card Games Decision Making +1

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