When troubleshooting network issues it’s helpful to understand if the issue is occurring at Layer 2 or Layer 3 of the OSI model. If you’re able to get local communications to work but the ...

The networks used by computer scientists and by modelers in neuroscience frequently consider unit activities as continuous. Neurons, however, com­municate primarily through discontinuous spiking ...

Between the directory path and client-server, what we've got is a mental model of computing and networking that anchors all of computing's civilization. But it also gives us problems when it comes to ...

A new way to think about neural networks Traditional photonic neural networks are trained digitally—on a computer—before being transferred to physical devices.

The network access layer is equivalent to OSI layers 1 and 2. The Internet Protocol layer is comparable to layer 3 in the OSI model. The host-to-host layer is equivalent to OSI layer 4.

Computer science researchers have demonstrated that a widely used technique called neural network pruning can adversely affect the performance of deep learning models, detailed what causes these ...

Mohamad Hassoun, author of Fundamentals of Artificial Neural Networks (MIT Press, 1995) and a professor of electrical and computer engineering at Wayne State University, adapts an introductory ...

With potential to make powerful AI systems more affordable and accessible, UC Santa Barbara computer scientist Arpit Gupta ...

Financial network models, which take into account the complex interrelationships between countries, seem to be an appropriate tool in this context. To improve the statistical performance of financial ...