conceptors

Conceptor Examples

Here we document EchoTorch's examples using the Conceptor framework for pattern recognition and regeneration.

Figures

This section list the various figures implemented in the examples which can be found in the original document "Controlling Recurrent Neural Networks by Conceptors".

Figure 1 : Deriving conceptors from network dynamics

Original matlab file : fig1BC_SubspaceFirstDemo_Main

Example : subspace_demo.py : subspace demo with four patterns. This is a reproduction of figures 12, 13 and 15 ;

Figure 2 : Morphing between, and generalizing beyond, four loaded patterns

Example : morphing_square.py : morphing square demo with four patterns.