"The processing of the signals within the individual cells follows different mathematical principles than previous deep learning models," says Dr. Ramin Hasani, postdoctoral associate at the ...

In the machine learning world, the sizes of artificial neural networks — and their outsize successes — are creating conceptual conundrums. When a network named AlexNet won an annual image recognition ...

"What's the difference between mathematical optimization and machine learning?" This is a question that — as the CEO of a mathematical optimization software company — I get asked all the time ...

KEY TAKEAWAYS • Different types of AI models power rigorous applications, each tailored to specific tasks. Common types of AI models include machine learning, deep learning, natural language ...

Deep learning is often compared to the brains of humans and animals.However, the past years have proven that artificial neural networks, the main component used in deep learning models, lack the ...

In this webinar, “Deep Learning and Neural Networks,” invited speakers illustrate the math that facilitated the development of the complex computational learning systems that we take advantage of ...

More information: Mingzhen Lu et al, A first-principles mathematical model integrates the disparate timescales of human learning, npj Complexity (2025). DOI: 10.1038/s44260-025-00039-x ...