Using a relatively simple example will make it easier to see the math involved with the algorithm. Figure 1 shows a diagram of the example neural network. Figure 1. A diagram of the neural network ...

Unfortunately, diagrams of even simple circuits are often unnecessarily complex, making understanding brain connectivity maps difficult. A neural circuit is a network in which brain regions or ...

The result provides a new way to understand why the simple strategy of scaling up neural networks has been so effective. Other research has revealed additional reasons why overparameterization is ...