The Limitations of Neural Networks

"Neural networks are faced with three big issues…" Today, neural networks dominate the landscape of AI and AIOps, the question I pose is whether this is justifiable and sustainable, writes Will Cappelli, CTO EMEA and Global VP of Product Strategy at Moogsoft. Let's look at this commercially. Within the context of AIOps, neural networks have peaked in their ability to deliver effective and meaningful results. There are a number of limiting issues that relate directly to neural network algorithms, and it is my belief that these cannot be changed. I would say that neural networks are faced with three big issues, and this ranges from single layer neural networks to multiple layer networks.