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Unsupervised Learning is the feld of Machine Learning dedicated to the methods of learning without supervision or reward signals. In practice, and contrarily to the fields of Reinforcement Learning and Supervised Learning, the data is the only information provided to the methods. However, methods are still very powerful and are commonly used for applications such as image compression, dimensionality reduction and classification. Foreword: Hebbian Learning Among several biologically-inspired lea...