For didactic reasons, I am trying to implement a  "activation"  function


a, x, y = T.matrices("a", 'x','y')
b = T.scalars("b")
def  custom(val):

    T.log(val)
    
    
    z_switch = T.switch(T.gt(a,b), T.true_div(T.add(T.pow(x, qEff),0), 2), 
T.log(y))
   
    f_switch = theano.function([a, b, x, y], z_switch,
                               mode=theano.Mode(linker='vm'))
    return f_switch(val, 0, val, val)

Then I get the following error

Expected an array-like object, but found a Variable: maybe you are trying to 
call a function on a (possibly shared) variable instead of a numeric array?

Repeating> this is only for didactic purposes. There are any good tutorial 
about this?

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