We argue that an excess in entanglement between the visible and hidden units in a quantum neural network can hinder learning.In particular, we show that quantum neural networks that satisfy a volume law in the entanglement entropy will give rise to models that are not suitable for learning with high probability.Using arguments from quantum thermody
The deposition is defined as an array of processes causing a part of the inhaled aerosol to remain (after its expiration) in the respiratory tract.The particles retained in the respiratory tract are called deposits.The deposition encompasses of three different mechanisms: impaction, sedimentation and Brown molecular movement combined with the diffu
In this paper, we present the design and the measurement of two antennas realized on a 130nm CMOS process.They both radiate in the 60 GHz band and are dedicated WOMENS TOPS to Wireless Personal Area Network (WPAN) applications.The antennas are manufactured within the frame of a multi-wafer project with several surrounding microelectronic circuits.T
The importance of the decennial census is clear, but the 2020 Census faced unprecedented challenges with unknown effects on data quality.To assist data users in identifying deviations between expected counts and the released counts across population and housing indicators, we developed the 2020 Census County Assessment Tool.The tool offers contextu
Abstract Background In Vietnam, the mental health care infrastructure is on the verge of transformation with an increase in the demand for access to adequate and effective mental health care services.Public attitudes towards mental illness, as well as corresponding treatment options influence help-seeking behaviors of patients and caregivers, affec