Brain-computer interface design for asynchronous control applications: improvements to the LF-ASD asynchronous brain switch

The low-frequency asynchronous switch design (LF-ASD) was introduced as a direct brain-computer interface (BCI) technology for asynchronous control applications. The LF-ASD operates as an asynchronous brain switch (ABS) which is activated only when a user intends control and maintains an inactive state output when the user is not meaning to control the device (i.e., they may be idle, thinking about a problem, or performing some other action). Results from LF-ASD evaluations have shown promise, although the reported error rates are too high for most practical applications. This paper presents the evaluation of four new LF-ASD designs with data collected from individuals with high-level spinal cord injuries and able-bodied subjects. These new designs incorporated electroencephalographic energy normalization and feature space dimensionality reduction. The error characteristics of the new ABS designs were significantly better than the LF-ASD design with true positive rate increases of approximately 33% for false positive rates in the range of 1%-2%. The results demonstrate that the dimensionality of the LF-ASD feature space can be reduced without performance degradation. The results also confirm previous findings that spinal cord-injured subjects can operate ABS designs to the same ability as able-bodied subjects.     

The preservation of spent brewers' grains by the application of intermediate moisture food technology

Spent brewers' or distillers' grains are normally disposed of either in the wet form, in which they spoil rapidly, or after drying, which is costly. Alternatively, the storage life of wet grains may be extended by ensiling, which involves on-farm control and equipment. This investigation examines the preservation of spent grains by lowering the water activity of the material using molasses and further stabilising the mixture by incorporating an anti-mycotic agent. Investigations at both laboratory-scale and pilot-scale are reported culminating in the successful stabilisation of the wet grains by the incorporation of 30% of beet molasses and 0.3% of potassium sorbate into the grains after preliminary centrifugation. For effective preservation the stabilised grains should be consolidated in plastic bags followed by closing to leave the minimum possible headspace in the bags.     

Intrinsic significance of molecular aggregation in sucrose-surfactant separation by dialysis

Aqueous sucrose-surfactant mixtures were dialysed and the diffusates examined quantitatively for sucrose at intervals by spectrophotometric analysis. The effect of surfactants (lecithin and glycerol monostearate) on the dialysability of sucrose from these solutions was also investigated and the amount of sucrose dialysed was found to increase steadily only up to about 2h with lecithin slowing down the rate of sucrose dialysis much more than GMS. These variations in the dialysability of sucrose from the mixtures are explained in terms of molecular aggregation and these are confirmed by freezing point depression measurements. The results are discussed in terms of the significance of molecular aggregation on the gustatory qualities of sapid molecules.     

Technical note: repeatability of measurement in determining stature in sitting and standing postures.

The aim of this study was to determine the effect of sitting and standing postures on the repeatability of a stadiometer designed to detect small variations in spinal length. Two groups of ten healthy subjects, with no previous or known history of back problems, participated in this study. One group was measured in the standing posture, while the other group was measured in a sitting posture. All subjects gave informed consent to participate in this study. Subjects had a set of landmarks defining the spinal contour marked on their backs and then stood in the stadiometer for three series of ten measurements to be performed. At the end of each measurement, the subjects were requested to move away from and then be repositioned in the stadiometer. Subjects improved the repeatability across the measurement series. At the end of the second measurement series, all subjects presented mean standard deviations of 0.43 +/- 0.08 mm (range 0.30-0.50 mm) in the standing posture. In the sitting posture, deviations of less than 0.05 mm were obtained only at the end of the third measurement series (0.48 +/- 0.08 mm; range 0.34-0.62 mm), suggesting that this posture required three measurement series before repeatable measurements could be assured rather than two in the standing posture.     

Diagnosis and carrier detection of Tay-Sachs disease: direct determination of hexosaminidase A using 4-methylumbelliferyl derivatives of beta-N-acetylglucosamine-6-sulfate and beta-N-acetylgalactosamine-6-sulfate

4-Methylumbelliferyl-6-sulfo-2-acetamido-2-deoxy derivatives of beta-D glucopyranoside and beta-D-galactopyranoside were prepared by direct sulfation of the commonly used unsulfated derivatives. Both sulfated substrates were highly specific for hexosaminidase A, and in fractionated serum, cells, and tissue preparations, less than 2.5% of these activities were associated with hexosaminidase B and the intermediate isozyme fractions. Serum and leukocytes from patients with infantile Tay-Sachs disease, including a patient with thermolabile hexosaminidase B, had less than 2% of noncarrier activities. Carrier values were clearly separated from those of noncarriers, and no problems were encountered in utilizing sera from pregnant women. The % hexosaminidase A values as derived from the ratio between the activities toward the sulfated and unsulfated substrates in the same specimen were comparable to those obtained by the heat-inactivation method (except for subjects with thermolabile hexosaminidase B) and may be helpful in genotype determination in borderline cases.     

A molecular basis for the different local anesthetic affinities of resting versus open and inactivated states of the sodium channel

Among patients with severe mental illness attending a large, urban, outpatient mental health clinic, fathers are described and compared with nonfathers and with mothers on demographic, clinical, and child-related characteristics, and on resources and service needs. While fathers and nonfathers with mental illness differed significantly on most variables, fathers and mothers with mental illness were remarkably similar except on child-related characteristics. Issues regarding fathers' experiences and service needs are discussed.     

Robust window operators

It is a common practice in computer vision and image processing to convolve rectangular constant coefficient windows with digital images to perform local smoothing and derivative estimation for edge detection and other purposes. If all data points in each image window belong to the same statistical population, this practice is reasonable and fast. But, as is well known, constant coefficient window operators produce incorrect results if more than one statistical population is present within a window, for example, if a gray-level or gradient discontinuity is present. This paper shows one way to apply the theory of robust statistics to the data smoothing and derivative estimation problem. A robust window operator is demonstrated that preserves gray-level and gradient discontinuities in digital images as it smooths and estimates derivatives.