In the aspx page load event, add an onkeypress to the box.
this.TextBox1.Attributes.Add(
"onkeypress", "button_click(this,'" + this.Button1.ClientID + "')");
Then add this javascript to evaluate the key press, and if it is "enter," click the right button.