get yourself a magnetic or fluid trainer (Kurt Kinetic makes great ones) and build your endurance off it during the winter. It's very low resistance and will get you to re-learn your cadence. Best of all, you won't feel stranded or hopeless should you start to really feel fatigued.
While you may not be "fat" your nutrition might still be poor. Browse though these threads for more advice on what best to do.