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Extra resources for Brain Theory: Proceedings of the First Trieste Meeting on Brain Theory, October 1–4, 1984

Sample text

2 Experiment B Three animals, lesion of areas 17 and 18, experimental parameter: size of patterns in the stationary case. Figure 2 shows the performance of the animals in the test situation. erns, while the decrease in performance is considerable for small patterns. 3 Experiment C Three animals, lesion of area 17, experimental parameter: size of the patterns in the stationary case. 8 /........ ::::. -5---..... 5 Fig. I.

One way to put these results together would be to attach "labels" to the SURF and the neural correlation, the label specifying the particular stimulus context in which the neuron characteristic applies. This "solution", however, from the point of view of modeling the central nervous system is far from at tractive. As an alternative we propose the hypothesis that the stimulus-invariance of both the SURF and the neural correlation are intrinsically interconnected. In fact, they both are manifestations of one underlying mechanism: the neurons being elements in an interacting population, possibly giving rise to neural assemblies.

D -d l:Wkl = 0 or Wle) t I is time-invariant which implies that the sum of input weights is invariant, preventing absolute submission of a given neuron to the population. If 4>( r) is positive the plasticity develops in the form of cooperative evolution, for negative 4>(r) a competitive evolution takes place. g. a 4>( r) which is positive for small r and negative for large 1". 1) for neural interaction and Eq. 3) for synaptic evolution have a long history in brain theory (Caianiello 1961). The form of the connectivity matrix W determines the behaviour of the neural population in a fundamental way.

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