One of the hypothesis would be - By the introduction of separate variables which get incremented or decremented, with the primary objective of the weighted averages being, to maximize variable " happiness " and minimize variable " sadness ".
hope you will find them interesting.
https://www.google.co.in/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&cad=rja&uact=8&ved=0ahUKEwiD8si0k5rUAhUIMI8KHV93BkEQFgg0MAE&url=https%3A%2F%2Fwww.ncbi.nlm.nih.gov%2Fpubmed%2F16915007&usg=AFQjCNELjtRMQadx4DfmVuVjjNsEbUv2Yw&sig2=Fv3KwOvt2OFMm4MW1GLu-g
https://www.google.co.in/url?sa=t&rct=j&q=&esrc=s&source=web&cd=3&cad=rja&uact=8&ved=0ahUKEwiD8si0k5rUAhUIMI8KHV93BkEQFgg5MAI&url=http%3A%2F%2Fstackoverflow.com%2Fquestions%2F10796890%2Flong-term-prediction-using-artificial-neural-network&usg=AFQjCNGoKKCb0QJ8qB-MJi2JqdfOajs3tQ&sig2=e9bjoAljvkVLwrhnkF3RaQ
https://www.google.co.in/url?sa=t&rct=j&q=&esrc=s&source=web&cd=4&cad=rja&uact=8&ved=0ahUKEwiD8si0k5rUAhUIMI8KHV93BkEQFghAMAM&url=http%3A%2F%2Fwww.worldscientific.com%2Fdoi%2Fabs%2F10.1142%2FS0129065709002099&usg=AFQjCNHhRQNUOVgGNpu1R_mfvE0Vy3pAsQ&sig2=M38Atn-ITrfxaflN9CRuUQ
https://www.google.co.in/url?sa=t&rct=j&q=&esrc=s&source=web&cd=10&cad=rja&uact=8&ved=0ahUKEwiD8si0k5rUAhUIMI8KHV93BkEQFghoMAk&url=https%3A%2F%2Fwww.researchgate.net%2Fpost%2Fwhy_the_prediction_or_the_output_of_neural_network_does_not_change_during_the_test_phase&usg=AFQjCNHFLWWVz614L9q1qwxztjcB8P0eXQ&sig2=zU1mjvRyWUxgb33aujxYQg
https://www.google.co.in/url?sa=t&rct=j&q=&esrc=s&source=web&cd=8&cad=rja&uact=8&ved=0ahUKEwiD8si0k5rUAhUIMI8KHV93BkEQFghcMAc&url=http%3A%2F%2Fwww.solver.com%2Fneural-network-prediction&usg=AFQjCNEK2VVPy5zZsqQJIcchD4RjFuIFRQ&sig2=PuW5THzeK55W8ZbKhxPR9Q
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