Described herein are methods and devices that utilize electrical neural stimulationto treat heart failure by modulating a patients autonomic balance in amanner that inhibits sympathetic activity and/or augments parasympatheticactivity. In one embodiment, the duty cycle for delivering neural stimulationis adjusted in accordance with one or more measured physiological variables.