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Add support for nonlinear value coupling #215

Merged
merged 32 commits into from
Aug 22, 2024
Merged

Add support for nonlinear value coupling #215

merged 32 commits into from
Aug 22, 2024

Commits on Aug 22, 2024

  1. test_2

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  2. Non-linear update functions

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  3. Hi! I have updated the code. The non-linear function is inserted in t… 

    …he Edges variable,

and can be specified when using the function .add_node in the Network class.
Both the belief update and the prediction error steps have been changed.

I have compared the behaviour of my code to Peter's one in Julia and they look similar.

Next step will be figure out how to provide the function with parameters that can be retrieved
by the model fitting, but I think I need Nicolas' help :)
    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  4. Multiple value parents 

    Now it's possible to add different coupling functions to different value parents.
There was an error in the previous code in PE calculation (it took the function g from the child node and not the parent node, in which is inputed).
Minor edits: non_linear_funct is now coupling_funct
    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  5. Some errors corrected - tested on ReLu function

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  6. Tutorial for non-linear value coupling

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  7. minor modifications

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  8. sin function added to tutorial

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  9. pre-commit errors

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  10. simplify if else conditions

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  11. all tests passing

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  12. add double arrow to plot non linear value coupling in pålot_network

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  13. multiple coupling functions for multiple children

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  14. add sin example in the tutorial

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  15. add coupling_fn in add_edges

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  16. tutorial

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  17. small fix

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  18. length of coupling_fn tuple adjusted

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  19. adjusted tutorial

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  20. non-linear test draft (+ minor modification)

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  21. Non-linear tests added

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  22. Tutorial: eliminated resonant frequencies

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  23. Tutorial: frequency tracking

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  24. All test passed

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  25. test continuous_node_update_nonlinear

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  26. minor fix

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  27. increased test coverage

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  28. useless tests eliminated

    @KoraTMontemagno @LegrandNico
    KoraTMontemagno authored and LegrandNico committed Aug 22, 2024
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  29. documentation

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  30. comment

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  31. ref

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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  32. fixing github action

    @LegrandNico
    LegrandNico committed Aug 22, 2024
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