منابع مشابه
Ieee Signal Processing Magazine
and artificial intelligence may be viewed as instances of the summary-product algorithm (or belief/probability propagation algorithm), which operates by message passing in a graphical model. Specific instances of such algorithms include Kalman filtering and smoothing; the forward–backward algorithm for hidden Markov models; probability propagation in Bayesian networks; and decoding algorithms f...
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Shannon information theory aims at finding fundamental limits for storage and communication, including rates of convergence to these limits. Indeed, many interesting information theoretic phenomena seem to appear in the second order asymptotics. So we first discuss precise analysis of the minimax redundancy that can be viewed as a measure of learnable or useful information. Then we highlight Ma...
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متن کاملIeee Transactions on Signal Processing
| We examine a classiication problem in which seismic waveforms of Natural Earthquakes are to be distinguished from waveforms of Man-Made Explosions. We present an Integrated Classiication Machine (ICM) which is a hierarchy of Artiicial Neural Networks (ANN) that are trained to classify the seismic waveforms. In order to maximize the gain of combining the multiple ANNs, we suggest to construct ...
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ژورنال
عنوان ژورنال: IEEE Journal of Selected Topics in Signal Processing
سال: 2022
ISSN: ['1941-0484', '1932-4553']
DOI: https://doi.org/10.1109/jstsp.2022.3191277