Hi! I just started SNNSv4.1 too. The bug I found takes place during validation process. It seems to be that Error(training) value turns to Error(validating) value for a moment of validation and Error(training) curve on my graph jumps down ( to Error(Validation)) and up at this moment I used "backpropagation with momentum" algorithm. Sincerely, Denis. --