Magesan, E., Gambetta, J. M., Corcoles, A. D. & Chow, J. M. Machine learning for discriminating quantum measurement trajectories and improving readout.
The transparent disk treadmill allowed us to improve readout of various aspects of cerebellum-dependent motor behavior including gait, posture, and small limb movements, advancing upon previous treadmill systems that also permit concurrent readout of neural circuits and behavioral state [ 32], but not more detailed aspects of complex movements.
Therefore, the signal detection is improved, reducing readout electronics design effort.
Other readouts may provide important phenotypic information.
The researchers are now focusing on improving their readout techniques so that they can analyze the barcodes of individual cells and reconstruct the lineage tree that has been recorded.
Micelle drag-tags have been utilized in commercial capillary electrophoresis instruments and microfluidics to improve the readout time by optimizing the electroosmotic counterflow [ 94].
To improve the readout of the assay, S2 cells were transfected with ppacGcm and the reporter plasmid repoGFP, which was used previously to trace Gcm activity (Lee and Jones 2005; Laneve et al. 2013; Flici et al. 2014).
Improved optical-CT readout yielded an increased signal-to-noise ratio by a factor of 3 and decreased reconstruction artifacts compared with prior work.
The 350nm CMOS technology used for the STAR-PXL sensors was considered as too poorly suited to upcoming applications like the upgraded ALICE Inner Tracking System (ITS), which requires sensors with one order of magnitude improvement on readout speed and improved radiation tolerance.
Readouts for improved hepatocyte function in co-culture are frequently CYP activity measurements, urea secretion and albumin production (Guguen-Guillouzo et al. 1983; Begue et al. 1984).
