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Deposits
12 Months Ended
Dec. 31, 2016
Deposits [Abstract]  
Deposits
Deposits

The following table summarizes total deposits at December 31, 2016 and 2015.
 
 
December 31,
 
 
2016
 
2015
Deposits - interest bearing
 
$
13,434,990

 
$
11,487,006

Deposits - non-interest bearing
 
677

 
701

Total deposits
 
$
13,435,667

 
$
11,487,707



Interest bearing deposits as of December 31, 2016 and 2015 consisted of retail non-maturity savings deposits, retail and brokered non-maturity money market deposits (“MMDAs”), and brokered and retail certificates of deposit (“CDs”). Included in these accounts are what we consider core deposits from various sources. During 2016, we added $1.5 billion in deposits from Educational 529 and Health Savings Accounts as a way to diversify our funding sources. These and other large omnibus accounts, aggregating the deposits of many individual depositors, represented $5.4 billion of our deposit total as of December 31, 2016.
Some of our deposit products are serviced by third-party providers. Placement fees associated with the brokered CDs are amortized into interest expense using the effective interest rate method. We recognized placement fee expense of $10.1 million, $10.5 million, and $10.3 million in the years ended December 31, 2016, 2015 and 2014, respectively. Fees paid to third-party brokers related to these CDs were $4.4 million, $4.1 million, and $15.2 million during the years ended December 31, 2016, 2015 and 2014, respectively.
Interest bearing deposits at December 31, 2016 and 2015 are summarized as follows:
 
 
 
December 31, 2016
 
December 31, 2015
 
 
Amount
 
Year-End Weighted
Average Stated Rate(1)
 
Amount
 
Year-End Weighted
Average Stated Rate(1)
 
 
 
 
 
 
 
 
 
Money market
 
$
7,129,404

 
1.22
%
 
$
4,886,299

 
1.19
%
Savings
 
834,521

 
0.84

 
669,254

 
0.82

Certificates of deposit
 
5,471,065

 
1.41

 
5,931,453

 
0.98

Deposits - interest bearing
 
$
13,434,990

 


 
$
11,487,006

 
 

___
(1) Includes the effect of interest rate swaps in effective hedge relationships.
Certificates of deposit remaining maturities are summarized as follows:
 
 
December 31,
 
 
2016
 
2015
One year or less
 
$
2,565,246

 
$
2,667,980

After one year to two years
 
1,364,812

 
1,210,429

After two years to three years
 
936,125

 
1,053,442

After three years to four years
 
225,245

 
630,851

After four years to five years
 
379,637

 
203,704

After five years
 

 
165,047

Total
 
$
5,471,065

 
$
5,931,453



 As of December 31, 2016 and 2015, there were $304.5 million and $709.9 million of deposits exceeding FDIC insurance limits. Accrued interest on deposits was $18.9 million and $15.7 million at December 31, 2016 and 2015, respectively.