  This chapter aims to provide next-level understanding of the problems of the
world and the solutions available to those problems, which lie very well within
the domain of neural computing, and at the same time are intelligent in their
approach, to invoke a sense of innovation among the educationalists,
researchers, academic professionals, students and people concerned, by
highlighting the work done by major researchers and innovators in this field
and thus, encouraging the readers to develop newer and more advanced techniques
for the same. By means of this chapter, the societal problems are discussed and
various solutions are also given by means of the theories presented and
researches done so far. Different types of neural networks discovered so far
and applications of some of those neural networks are focused on, apart from
their theoretical understanding, the working and core concepts involved in the
applications.
