Modern neural networks, with billions of parameters, are so overparameterized that they can "overfit" even random, ...

We have explained the difference between Deep Learning and Machine Learning in simple language with practical use cases.

Even networks long considered "untrainable" can learn effectively with a bit of a helping hand. Researchers at MIT's Computer ...

We conclude that brain states are shaped by local circuit mechanisms, large-scale connectivity and neuromodulation. A unified multiscale theory of cortical dynamics is relevant not only for ...

Humans and most other animals are known to be strongly driven by expected rewards or adverse consequences. The process of ...

Songbird HVC sequences arise from a balance of ionic currents and structured inhibition, providing a mechanistic framework for understanding cortical sequence generation.