How many connections betweens those 600k neurons? That is one large difference between biological and artificial neural networks (though there are many others).

Current DNN architectures won't be the final solutions, but they do the job much better than anything else we've tried before. That said there is ongoing work in more biologically inspired approaches that might produce better results for the things you mentioned in the future