Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks

Nicola Garau, Niccolò Bisagno, Zeno Sambugaro +1

Deep neural networks achieve outstanding results in a large variety of tasks, often outperforming human experts. However, a known limitation of current neural architectures is the…