PARROT: PREDICTION OF ENZYME ABUNDANCES USING PROTEIN-CONSTRAINED METABOLIC MODELS.

Protein allocation determines the activity of cellular pathways and affects growth across all organisms.Therefore, different experimental and machine learning approaches have been developed to quantify and predict protein abundance and how they are allocated to different cellular functions, respectively.Yet, despite advances in protein quantificati

The conventional polyphase architecture for linear-phase finite impulse response (FIR) filter loses its coefficient symmetry property due to the inefficient arrangement of the filter coefficients among its Sippy Cup subfilters.Although, existing polyphase structures can avail the benefits of coefficient symmetry property, at the cost of versatility