Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses.

In an increasingly data-rich world the need for developing computing systems that cannot only process, but ideally also interpret big data is becoming continuously more pressing. Brain-inspired concepts have shown great promise towards addressing this need. Here we demonstrate unsupervised learning in a probabilistic neural network that utilizes metal-oxide memristive devices as multi-state synapses.

Emulating short-term synaptic dynamics with memristive devices.

Neuromorphic architectures offer great promise for achieving computation capacities beyond conventional Von Neumann machines. The essential elements for achieving this vision are highly scalable synaptic mimics that do not undermine biological fidelity. Here we demonstrate that single solid-state TiO2 memristors can exhibit non-associative plasticity phenomena observed in biological synapses, supported by their metastable memory state transition properties.

In vitro cultured human term cytotrophoblast: a model for normal primary epithelial cells demonstrating a spontaneous differentiation programme that requires EGF for extensive development of syncytium.

Normal human term cytotrophoblast cells prepared by trypsin-DNAse I digestion with and without secondary immunological purification with CD9 antibodies were investigated for the expression of morphological and genetic markers of proliferation and differentiation. After 24 h of culture, the cell preparations demonstrated spontaneous formation of microvilli and formation of small syncytial units as assessed by desmoplakin staining and FITC-dextran microinjection. EGF was required for mature syncytial formation.

Increases in the number of cells in different areas of epithelial somites related to changes in morphology and development.

There are two distinct groups of cells in the epithelial somite: cells in the epithelial ball that form the periphery, and loose mesenchymal cells found in the central cavity (somitocoele). Recent work has produced evidence to show that these two groups of cells have significant differences (morphology, origin, fibronectin content, reaction to peanut lectin, communication properties) but the significance of these differences has yet to be established. It is not yet clear whether the epithelial somite stage of development is merely a time for cell proliferation, or whether it is a time when significant differences develop which have consequences in subsequent morphogenesis.

Functional, long-term cultures of human term trophoblasts purified by column-elimination of CD9 expressing cells.

We have extended previous observations of expression of the trypsin-resistant cell surface antigen CD9 on placental fibroblasts to virtually all cells in the villous stroma and developed a method for eliminating CD9 expressing cells from trypsinized placental preparations. Preparations incubated with the mouse anti-human CD9 monoclonal antibody 50H.19 were passed through a goat anti-mouse immunoglobulin column that captures CD9 expressing cells.

Enhanced calcium influx by parathyroid hormone in identified Helisoma trivolvis snail neurons.

The modulation of [Ca2+]i by parathyroid hormone (PTH) has been extensively studied in vertebrates. The present study examined the effects of PTH on [Ca2+]i in isolated invertebrate neurons B5 from buccal ganglia of the pond snail, Helisoma trivolvis, utilizing the Fura-2 fluorescence technique. Bovine PTH, bPTH-(1-84), induced a slow and sustained increase in [Ca2+]i in neurons B5.

The immediate fate of cells in the epithelial somite of the chick embryo.

The precise origins and fates of cells forming the epithelial ball and those contained within the somitocoele at the centre of the somite in the chick embryo are unknown. In particular, it is not known whether the progeny of the proliferating cells in both the epithelial ball and the somitocoele simply mix with each other, or whether they represent two separate populations that remain isolated during proliferation. We tested whether cells found in both of these locations are the result of cell migration, cell division or both.

Neural effects of parathyroid hormone: modulation of the calcium channel current and metabolism of monoamines in identified Helisoma snail neurons.

Neuronal effects of parathyroid hormone (PTH) have been reported in vertebrates. The effect of PTH on invertebrate central neurons within the buccal ganglion of Helisoma trivolvis snails was examined in the present study. By using a vibrating probe, PTH was found to induce a transient calcium-dependent inward current in intact buccal ganglia.

Alterations in membrane potential after axotomy at different distances from the soma of an identified neuron and the effect of depolarization on neurite outgrowth and calcium channel expression.

1. Intracellular recordings were made from the soma of an identified neuron B5 within the buccal ganglion of the mollusc, Helisoma trivolvis, during axotomy induced by crushing or cutting the esophageal nerve. Axotomy was associated with a rapid depolarization and occasionally a burst of action potentials (injury discharge).

Communication compartments in the axial mesoderm of the chick embryo.

Intracellular microinjection of the fluorescent tracer Lucifer Yellow into mesoderm cells along the rostrocaudal axis of the early chick embryo has revealed compartments where the intercellular diffusion of dye, presumably via gap junctions, is restricted at the borders between groups of cells. Cells in the segmental plate were dye-coupled, as were cells forming the epithelial somites. However, dye-coupling was not observed between different somites, nor was it observed between the outer epithelial cells and the cells in the somitocoele.

Modulation of sprouting in organ culture after axotomy of an identified molluscan neuron.

We examined a variety of factors that might modulate the initiation of neurite outgrowth in an attempt to identify means by which its initiation might be accelerated. We examined this initiation from an identified molluscan neuron, Helisoma trivolvis buccal neuron B5 after axotomy, and determined whether the site of injury, temperature, ion channel blockers, pH, the second messenger cAMP, and protein synthesis affect the initiation of neurite outgrowth. Neurite outgrowth was assayed from axotomized neurons by filling the neurons intracellularly with Lucifer Yellow and examining the percentage of axons that extended (sprouted) new process after 9 or 24 h in organ culture.

Release of neurite outgrowth promoting factors by Helisoma central ganglia depends on neural activity.

Identified buccal neurons B5 and B19 from the mollusc, Helisoma trivolvis, were plated into cell culture in order to assay for neurite outgrowth promoting factors released from central ring ganglia. The release and attachment of neurite promoting factors to the substratum of poly-lysine coated dishes could be inhibited by blocking spontaneous bioelectric activity in central ring ganglia used to condition the medium and dishes. Bioelectric activity within neurons in central ring ganglia was assayed by intracellular recording and found to be inhibited by exposure to the sodium channel blocker, tetrodotoxin (TTX; 2 x 10(-5) M), or CoCl2 (10 mM).

Role of activity in the selection of new electrical synapses between adult Helisoma neurons.

Our aim was to determine whether neural activity in the form of sodium-dependent action potentials play a role in the formation, maintenance and specificity of electrical synapses between regenerating neurons. We axotomized buccal neurons of the mollusc, Helisoma trivolvis, and placed ganglia into organ culture in the absence or presence of tetrodotoxin (TTX), a specific sodium channel blocker. Electrical coupling was measured using intracellular microelectrodes positioned within the soma of identified neurons.

Ultrastructure of an identified molluscan neuron in organ culture and cell culture following axotomy.

We examined the ultrastructure of neuron 5 from the buccal ganglion of the mollusc Helisoma trivolvis after axotomy and organ culture, and after isolation of the same neuron in culture. Buccal ganglia containing axotomized neurons 5 were cultured either in host snails or in Leibovitz medium conditioned with ganglia. In addition, some neurons 5 were isolated from buccal ganglia by micro-dissection and plated into culture.

The arthropod gap junction and pseudo-gap junction: isolation and preliminary biochemical analysis.

The hepatopancreas of the crayfish, Procambarus clarkii, contains an unusual abundance of gap junctions, suggesting that this tissue might provide an ideal source from which to isolate the arthropod-type of gap junction. A membrane fraction obtained by subcellular fractionation of this organ contained smooth septate junctions, zonulae adhaerentes, gap junctions and pentalaminar membrane structures (pseudo-gap junctions) as determined by electron microscopy. A further enrichment of plasma membranes and gap junctions was achieved by the use of linear sucrose gradients and extraction with 5 mM NaOH.

Mitochondrial inclusions and mitochondrial respiratory function in selenite-treated mammary epithelial cell lines.

The effect of selenite on mitochondrial morphology, selenoprotein synthesis, membrane potential, phosphorylating respiration, P/O ratio and respiratory control index were evaluated relative to selenite inhibition of DNA synthesis in murine mammary epithelial cell lines. No inhibition of mitochondrial function was noted. Mitochondrial inclusions and most mitochondrial specific selenoproteins were not observed until after DNA synthesis was inhibited.

Selenium distribution in mammary epithelial cells reveals its possible mechanism of inhibition of cell growth.

The subcellular and macromolecular distribution of 75Se-selenite was determined in murine mammary epithelial cell lines which demonstrated marked differences in their growth response to 5 microM selenite. MOD cells responded sooner to the inhibitory effects of selenite than COMMA-D cells. The MOD cells also incorporated a slightly higher percentage of 75Se-selenite into proteins and attained a higher ratio of selenoprotein to selenonucleic acids than did COMMA-D cells.

Tannic acid enhances staining of microtubule associated proteins, but impairs neuronal physiology.

Exposure of the buccal ganglion of the mollusc, Helisoma trivolvis, to tannic acid ringer (TARI), pH 6.8, permits the ultrastructural detection of exocytotically released material within the neuropil. At pH 4.

Chemical synapses, particle arrays, pseudo-gap junctions and gap junctions of neurons and glia in the buccal ganglion of Helisoma.

The nervous system of the snail, Helisoma trivolvis, has been utilized for a wide range of studies of neuronal plasticity; however, the ultrastructural features of this tissue were previously unknown. The present study examined the nature of synaptic interactions of neurons and glia and considered several plasma membrane specializations of these cells. The symmetrical pair of buccal ganglia consisted of a ring of unipolar neurons surrounding a central neuropil.

Interaction of calmodulin and other calcium-modulated proteins with mammalian and arthropod junctional membrane proteins.

Calmodulin and other calcium-modulated proteins bind in vitro to purified junctional polypeptides from rat liver gap junctions, bovine lens fiber junctions, a chymotryptic fragment from bovine lens junctions, and crayfish hepatopancreas gap junctions. The potential biological relevance of the interaction of calmodulin with junctional proteins is suggested by immunocytochemical localization of endogenous calmodulin in cortical regions of the cell where gap junctions exist. These observations provide a molecular basis for understanding the potential regulatory role of calmodulin on cell-cell communication channels in vivo.

Filipin-cholesterol complexes in plasma membranes and cell junctions of Tenebrio molitor epidermis.

The polyene antibiotic filipin combines with cholesterol in membranes to form complexes that are readily identifiable in the electron microscope. The distribution of filipin-cholesterol (FC) complexes is most easily studied by freeze-fracture. Larval epidermis of Tenebrio molitor (Insecta, Coleoptera) was maintained in vitro for 48 hr, since the electrophysiological properties of the cells are best characterized under these conditions.