Diagram showing how the inputs from a number of units are combined to determine the overall input to unit-i. Unit-i has a threshold of 1; so if its net input exceeds 1 then it will respond with +1, but if the net input is less than 1 then it will respond with -1.

a number of modelling techniques. However, others have argued that connectionism represents an alternative to the information-processing paradigm (Smolensky, 1988; Smolensky, Legendre, & Miyata, 1993). Indeed, if one examines the fundamental tenets of the information-processing framework, then connectionist schemes violate one or two. For example, symbol manipulation of the sort found in production systems does not seem to occur in connectionist networks. We will return to the complex issues raised by connectionist networks later in the book.

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