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1 Introduction
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2 Properties of the log-parabolic spectral distribution
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3 Statistical particle acceleration and log-parabolic spectra
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4 Spectral properties of the emitted radiation
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5 The X-ray and TeV emission from Mkn 501
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6 Summary and conclusion
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References
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