The bulk of the computing in state-of-the-art neural networks comprises linear operations, e.g., matrix-vector multiplications and convolutions. Linear operations can also play an important role in ...

To understand what is meant by a ‘transformation’. To understand what is meant by a linear transformation’. To be able to show that a given transformation is linear. To understand what is meant by an ...

To understand what is meant by a ‘transformation’. To understand what is meant by a ‘linear transformation’. To be able to show that a given transformation is linear. To understand what is meant by an ...

Neurons in thalamorecipient layers of sensory cortices integrate thalamocortical and intracortical inputs. Although we know that their functional properties can arise from the convergence of thalamic ...

Introduces ordinary differential equations, systems of linear equations, matrices, determinants, vector spaces, linear transformations, and systems of linear differential equations. Prereq., APPM 1360 ...