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We have already shown that extracting long-term dependencies from sequential data is diicult, both for deterministic dynamical systems such as recurrent networks, and probabilistic models such as hidden Markov models (HMMs) or input/output hidden Markov models (IOHMMs). In practice, to avoid this problem, researchers have used domain speciic a-priori(More)
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