Main Question or Discussion Point
Does anyone know any good up to date books on the mathematics of neural networks? If you know any good research papers that would be cool too. I've read through "Intro to the theory of neural computation" by John Hertz but it's a 1991 book. I'm looking for generalized theorems on optimizing/minimizing the placement and number of neurons in the network assuming some given way of calculating the weights. Also, if you know any cool research papers I'd like to know them. I've already seen the one on changing one pixel input to confuse a NN though. Geometry and Differential Equations (especially fractional applications) a plus. I've been browsing the internet for it and figured I'd try to pick your brains for it while I am at it. Thanks in advance.