MicroAlgo Inc. (the "Company" or "MicroAlgo") (NASDAQ: MLGO), today announced that they have developed a set of quantum algorithms for feedforward neural networks, breaking through the performance ...

Deep learning is a branch of machine learning that uses multilayer neural networks to learn hierarchical representations directly from data. Layers of interconnected “neurons” transform raw ...

Neural networks are the backbone of deep learning, mimicking the brain’s structure to process data, learn patterns, and make predictions. From simple feedforward designs to advanced transformers, each ...

We study deep neural networks and their use in semiparametric inference. We establish novel rates of convergence for deep feedforward neural nets. Our new rates are sufficiently fast (in some cases ...