Updated theory

Author: mrudhvika940

experiment/theory.md

@@ -40,6 +40,7 @@ A constraint satisfaction model can be displayed by means of a Hinton diagram as
 
 
 
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 **Figure 2**: *Hinton diagram for the 'rooms' example.*
 
 
@@ -48,7 +49,6 @@ The model is allowed to relax by computing the next state for each unit selected
 where \(e_i\) is the external input given as output of the \(i^{th}\) unit and \(b_i\) is the bias of the unit \(i\). At each of the equilibrium states the goodness-of-fit function is maximum. The model not only captures the concepts of the room types, but it also gives an idea of their relative separation in the 40 dimensional space.
 
 
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 #### FORMULAE USED
 
 if descriptor is clamped, it is given activation 1, otherwise 0.