A new study introduces Centered Daydreaming, allowing Hopfield networks to achieve 100% capacity on highly biased real-world data.
During the day, our brain acquires new memories; at night, during sleep, it consolidates the important ones and eliminates ...
Complex-valued Hopfield neural networks extend the classical Hopfield model by allowing neuron activations and synaptic weights to assume complex values. This generalisation enables the encoding of ...