Data Analysis Tools for Neural Data Cognitive Computing: Neural-Inspired Algorithms

Abstract

The ability to draw conclusions and take action from data hasn't altered all that much despite significant technological developments in recent years. Applications are still typically created to carry out predefined tasks or automate business procedures; therefore, the logic must be coded to account for all possible usage scenarios. They do not grow from their mistakes or adjust to changes in the data. Although they are cheaper and faster, computers aren't substantially smarter. Of course, people now aren't all that much brighter than they were in the past. For both humans and machines, that is about to change. The old notion of computing as process automation is being replaced by a new generation of information systems that offer a collaborative platform for discovery. These systems' initial wave has already improved human cognition in a number of areas.