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Periodic signals play an important role in daily lives.
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Earlier work this paper cites.
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Earlier work this paper cites.
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R Bousseljot, D Kreiseler, and A Schnabel · 1995
Earlier work this paper cites.
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Bo Hedén, Mattias Ohlsson, Holger Holst, Mattias Mjöman, Ralf Rittner, Olle Pahlm, Carsten Peterson, and Lars Edenbrandt · 1996
Earlier work this paper cites.
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Sepp Hochreiter and Jürgen Schmidhuber · 1997
Earlier work this paper cites.
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Norio Ishida, Maki Kaneko, and Ravi Allada · 1999
Earlier work this paper cites.
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Adrian Silvescu · 2000
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
Real time electrocardiogram qrs detection using combined adaptive threshold
Ivaylo I Christov · 2004
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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