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Specifically, we perform experiments to show that (1) Deep Elman RNNs are better suited for acoustic modeling in SPSS when compared to DNNs and perform competitively to deep SLSTMs, GRUs and LSTMs, (2) Context representation learning using Elman RNNs improves neural network acoustic models for SPSS, and (3) Elman RNN based duration model is better than the DNN based counterpart.
Multiple ECoG amplitude and frequency parameters were scored from which we established animal specific parameter cut-off values as well as population based duration cut-off values to distinguish low-voltage/high frequency (LV/HF) and high-voltage/low frequency (HV/LF) state epochs, and indeterminate voltage/frequency (IV/F) and transition period activities.
We characterised the interventions according to: type of delivery (group, individual, mixed or remote (eg, web based)), type of tutor (healthcare professional, lay or a combination of tutors), setting (medical (ie, hospital, physician office or primary care), community or work based), duration (more or less than 8 weeks) and number of different components.
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Severity of brain injury is based on duration of loss of consciousness, initial Glasgow Coma Scale Score (GCS) at presentation to the treating hospital and duration of post-traumatic amnesia (PTA).
We are proposing a new definition of persistence based on duration of incident infection, that is persistent infections are those lasting more than the median duration.
GAP analysis can be static, behavioral, or based on duration.
No differences were observed when comparing studies based on duration of intervention and quality of study methodology.
Language lateralization was calculated based on duration of speech arrest using a laterality index, defined as (L-R)/(L+R).
Subgroup analyses based on duration of intervention (a), quality of study methodology (b), supervision of exercise intervention (c), type of intervention goals used (d) and type of complimentary dietary intervention used (e).
When Leptospirosis is suspected in live animals, both MAT serology and PCR testing may be indicated because of limitations within each type of testing based on duration of illness, which may not be known.
The effects on rainfall can be roughly divided into two types, based on duration.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com