11. Stock-based Compensation

The following table presents the classification of stock-based compensation for the periods indicated:

	Three Months Ended July 31,				Six Months Ended July 31,
	2018		2017		2018		2017
	(in thousands)
Stock-based compensation:
Cost of revenue	$	317	$	332	$	632	$	635
Research and development		9,367		8,649		18,127		16,626
Selling, general and administrative		5,446		5,454		10,566		10,146
Total stock-based compensation	$	15,130	$	14,435	$	29,325	$	27,407

As of July 31, 2018, total unrecognized compensation cost related to unvested stock options was $5.4 million and is expected to be recognized over a weighted-average period of 2.51 years. Total unrecognized compensation cost related to unvested restricted stock units was $90.2 million and is expected to be recognized over a weighted-average period of 2.56 years. Total unrecognized compensation cost related to unvested restricted stock awards was $2.0 million and is expected to be recognized over a weighted-average period of 0.77 years.

The following table sets forth the weighted-average assumptions used to estimate the fair value of stock options and employee stock purchase plan awards for the periods indicated:

	Three Months Ended July 31,						Six Months Ended July 31,
	2018			2017			2018			2017
Stock Options:
Volatility		55	%		53	%		55	%		53	%
Risk-free interest rate		2.77	%		1.88	%		2.73	%		2.08	%
Expected term (years)	5.38			6.08			5.36			6.07
Dividend yield		0	%		0	%		0	%		0	%
Employee stock purchase plan awards:
Volatility		—			—			46	%		39	%
Risk-free interest rate		—			—			1.95	%		0.89	%
Expected term (years)		—			—			0.5			0.5
Dividend yield		—			—			0	%		0	%

Starting from fiscal year 2019, the Company calculates expected volatility for stock options based on its own historical stock price for a period commensurate with the expected term. In the prior fiscal year, the Company calculated expected volatility for stock options based on the weighted average of historical volatilities of its own stock price and the stock prices of similar companies that are publicly available for a period commensurate with the expected term. The Company calculates expected volatility for ESPP based on its own historical stock price for a period commensurate with the offering period.

The following table summarizes stock option activities for the period indicated:

	Option Outstanding
										Weighted-
								Total Intrinsic		Average
						Weighted-		Value Of		Remaining		Aggregate
				Weighted-		Average		Options		Contractual		Intrinsic
				Average		Grant-date		Exercised		Term		Value
	Shares			Exercise Price		Fair Value		(in thousands)		(in years)		(in thousands)
Outstanding at January 31, 2018		1,611,344		$	24.56
Granted		60,050			45.74	$	23.43
Exercised		(195,179	)		4.85			$	7,838
Forfeited		(12,026	)		53.92
Expired		(6,637	)		44.39
Outstanding at July 31, 2018		1,457,552			27.74					4.81		$	24,385
Exercisable at July 31, 2018		1,234,750		$	23.17						4.13	$	24,377

The intrinsic value of options outstanding and exercisable is calculated based on the difference between the fair market value of the Company’s ordinary shares on the reporting date and the exercise price. The closing price of the Company’s ordinary shares on July 31, 2018 was $39.18, as reported by The NASDAQ Global Market. The intrinsic value of exercised options is calculated by the difference between the fair market value of the Company’s ordinary shares on the exercise date and the exercise price.

The following table summarizes restricted stock and restricted stock units activities for the period indicated:

				Weighted-
				Average
				Grant-Date
	Shares			Fair Value
Unvested at January 31, 2018		2,103,281		$	56.45
Granted		368,369			44.72
Vested		(487,507	)		53.48
Forfeited		(23,926	)		53.12
Unvested at July 31, 2018		1,960,217		$	55.03

As of July 31, 2018, the aggregate intrinsic value of unvested restricted stock and restricted stock units was $76.8 million.