International Survey of the Neural Network Research Community Preliminary Repo

Cover International Survey of the Neural Network Research Community Preliminary Repo
International Survey of the Neural Network Research Community Preliminary Repo
Michael a Rappa
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Using the categories set-out in the DARPA Neural Network Study (1988), respondents were asked to indicate the theory and application areas on which their research focuses. Simulation is the largest theory category, followed by leammg and algorithms. Classification is the largest application category, followed by vision and signal processing. Although not shown, 40% of the respondents indicated that their neural network activities are to a great extent "basic resccu-ch" in nature; 10% indicated ..."oriented basic research" as most characteristic of their work; 17% identified "applied research"; and 11% claimed that their activities were to a great extent "development" in nature. About 19% of the respondents hold one or more patents related to neural networks.
Figure 12 shows the number of respondents entering into the neural network field in each year, from 1950 to 1990. The data indicate that entry reached a peak in 1986 and 1987, with a total of 150 and 160, respectively. However, the decline in entry in the most recent years is explained in part by the techniques used to identify the survey sample population and not necessarily by an actual decline in the entry of new researchers.


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