December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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Modularity and hierarchy
Another crucial aspect of how natural cognitive systems are organized is modularity and hierarchy. While studying the human brain, neuroscientists have found that it is not a monolithic system with a uniform structure, but rather a complex hierarchy of modular structures. Also, due to the speed limitations of signal propagation in the biological tissues, the structure of the brain enforces the principle of locality when related tasks are processed by geometrically adjacent structures in the brain. This aspect of natural systems did not escape the attention of researchers of neuroevolution and they are implemented in many evolutionary algorithms. We will discuss how modular ANNs can be created using a neuroevolution-based ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.