Some online-links I found particularly useful for understanding neural networks; a good addition to traditional textbooks like Bishop, Pattern Recognition or Hastie, Statistical Science, McKay and of course Goodfellow, Deep Learning

• Andrej Karpathy: Convolutional Neural Networks for Visual Recognition
• Distill
• Chris Olah’s Blog
• Michael Nielsen’s Deep Learning Book
• Towards data science