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Income Taxes (Details 3) - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Feb. 03, 2018 | Jan. 28, 2017 | Jan. 30, 2016
Changes that occurred in the amount of gross unrecognized tax benefit excluding interest and penalties |  |  |
Beginning balance | $ 12,983 | $ 12,585 | $ 13,640
Additions: |  |  |
Tax positions related to the prior year | 4,436 | 672 | 496
Tax positions related to the current year | 222 | 106 | 1,516
Reductions: |  |  |
Tax positions related to the prior year | (356) | (380) | (1,650)
Tax positions related to the current year | (309) | 0 | (359)
Settlements | 0 | 0 | (505)
Expiration of statutes of limitation | (205) | 0 | (553)
Ending balance | 16,771 | 12,983 | 12,585
Amount of unrecognized tax benefit (net of federal benefit on state issues) which, if ultimately recognized, may reduce our future annual effective tax rate | 17,400 |  |
Aggregate accruals for uncertain tax positions, including penalties and interest | 19,000 | 14,600 |
Interest and penalties related to uncertain tax positions | 500 | 200 | $ 600
Accrued interest and penalties related to uncertain tax positions | $ 2,200 | $ 1,600 |

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