2408 17198 Towards Symbolic XAI Explanation Through Human Understandable Logical Relationships Between Features

What is Symbolic Artificial Intelligence? In the paper, we show that a deep convolutional neural network used for image classification can learn from its own mistakes to operate with the high-dimensional computing paradigm, using vector-symbolic architectures. It does so by gradually learning to assign dissimilar, such as quasi-orthogonal, vectors to different image classes, mapping them […]

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