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 ...
It is nearly midnight in New York when my mother Zooms me from India. She is in her kitchen in the home where I grew up, washing rice. I am in my office in ...
Many scientific problems entail labeling data items with one of a given, finite set of classes based on features of the data items. For example, oncologists classify tumors as different known cancer ...
Abstract: We present two novel algorithms for learning formulas in Linear Temporal Logic (LTL) from examples. The first learning algorithm reduces the learning task to a series of satisfiability ...
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