Humans and certain animals appear to have an innate capacity to learn relationships between different objects or events in ...

Researchers have unveiled a transformative framework for understanding complex systems. This pioneering study establishes the new field of higher-order topological dynamics, revealing how the hidden ...

Artificial neural networks are inspired by the early models of sensory processing by the brain. An artificial neural network can be created by simulating a network of model neurons in a computer.

Researchers have developed a geometric deep learning approach to uncover shared brain activity patterns across individuals.

Their findings provide empirical support of one-way activity paths in the brain and the computational principles long hypothesized by neural network models. Stereotyped sequences of neural ...

For more than a decade, Alexander Huth from the University of Texas at Austin had been striving to build a language decoder—a tool that could extract a person’s thoughts noninvasively from brain ...

One of the great challenges of modern neuroscience is to map out all the networks ... and Brain Just as computers are hard-wired with electrical connections, the brain is hard-wired with neural ...

Thus all the excitement around "neural networks," a breakthrough artificial intelligence technique that mimics the structure of the human brain and allows machines to learn things independently.