Note

This documentation is for a development version. Click here for the latest stable release (v0.4.2).

Examples

These examples can be found in the docs/examples directory. The examples are Jupyter notebooks and if you would like to run them yourself, refer to the Jupyter documentation for instructions on how to install and run Jupyter.

If you would like to see KerasLMU used to solve the Permuted Sequential MNIST task, which is the problem used in the original paper, you can look through the example below:

• Solving the permuted sequential MNIST (psMNIST) task

The LMU cell has also been implemented in other Nengo packages. You can find these implementations by following the links below.

The discretized A and B matrices are initialized according to the LMU’s mathematical derivation with respect to some chosen window length, θ.