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Deposits
12 Months Ended
Dec. 31, 2017
Banking and Thrift [Abstract]  
Deposits
Deposits
Deposits, including accrued interest payable of $22,000 at December 31, 2017 and $31,000 at December 31, 2016, are summarized as follows (in thousands):
 
 
December 31,
 
 
2017
 
2016
 
 
Amount
 
Weighted
Average
Cost
 
Amount
 
Weighted
Average
Cost
Non-interest-bearing accounts
 
$
756,513

 
%
 
$
782,504

 
%
Interest-bearing checking accounts
 
1,954,358

 
0.32

 
1,626,713

 
0.19

Money market deposit accounts
 
363,656

 
0.33

 
458,911

 
0.30

Savings accounts
 
661,167

 
0.04

 
672,519

 
0.08

Time deposits
 
607,104

 
1.18

 
647,103

 
1.14

Total deposits
 
$
4,342,798

 
0.34
%
 
$
4,187,750

 
0.30
%

Included in time deposits at December 31, 2017 and 2016, is $270.6 million and $269.0 million, respectively, in deposits of $100,000 and over.

Time deposits at December 31, 2017 mature as follows (in thousands):
For the Year Ended December 31,
Time Deposit Maturities
2018
$
308,237

2019
110,598

2020
66,959

2021
42,060

2022
75,620

Thereafter
3,630

Total
$
607,104


Interest expense on deposits for the years ended December 31, 2017, 2016 and 2015 is as follows (in thousands):
 
 
For the Year Ended December 31,
 
 
2017
 
2016
 
2015
Interest-bearing checking accounts
 
$
4,533

 
$
2,114

 
$
952

Money market deposit accounts
 
1,213

 
858

 
187

Savings accounts
 
345

 
191

 
102

Time deposits
 
6,245

 
4,354

 
3,060

Total interest expense on deposits
 
$
12,336

 
$
7,517

 
$
4,301