Search PubMed⌕ Search

PubMed · 12695098

Visualizing neural networks.

Abstract

The source did not provide an abstract. Follow the original record for more information.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

James Beck. 2003. Visualizing neural networks.. https://doi.org/10.1016/s1046-2023(03)00002-1

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related citations

Functional microfabricated sample targets for matrix-assisted laser desorption/ionization mass spectrometry analysis of ribonucleic acids.

Matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) is a powerful analytical tool for the structural characterization of proteins and nucleic acids. However, many proteomics or genomics methodologies that employ MALDI-MS require external sample manipulation, which limits the overall throughput of analysis. We have focused on fabricating functional MALDI sample plates that would permit the on-probe characterization of nucleic acids. Here, we present results arising from the fabrication of functional sample plates composed of poly(methyl methacrylate) (PMMA). The PMMA sample plates were fabricated by a CNC milling technique. The key structural feature of our microfabricated samples plates is the presence of individual cylindrical posts (360 microm x 360 microm), which serve as individual sample targets within the overall PMMA-based MALDI sample plate. Functionality is added to these microposts via the covalent attachment of enzymes. As an example of the applicability of these microfabricated sample plates, enzymatic digestion of ribonucleic acids was performed on probe (i.e., on the micropost) with subsequent analysis by MALDI-MS. Advantages to such an approach include a reduction in sample handling (and concomitant sample losses) and a reduction in the amount of sample required for analysis due to the small surface area of the microposts.

Microscopy, Confocal↗

Measuring microscopic viscosity with optical tweezers as a confocal probe.

We demonstrate, what is to the best our knowledge, a new method for studying the motion of a particle trapped by optical tweezers; in this method the trapping beam itself is used as a confocal probe. By studying the response of the particle to periodic motion of the tweezers, we obtain information about the medium viscosity, particle properties, and trap stiffness. We develop the mathematical model, demonstrate experimentally its validity for our system, and discuss advantages of using this method as a new form of scanning photonic force microscopy for applications in which a high spatial and temporal resolution of the medium viscosity is desired.

Microscopy, Confocal↗

Transmission confocal laser scanning microscopy with a virtual pinhole based on nonlinear detection.

We present a transmission-mode confocal laser scanning microscope system based on the use of second-harmonic generation (SHG) for signal detection. Our method exploits the quadratic intensity dependence of SHG to preferentially reveal unscattered signal light and reject out-of-focus scattered background. The SHG crystal acts as a virtual pinhole that remains self-aligned without the need for descanning.

Microscopy, Confocal↗