An electro-photo-sensitive synaptic transistor for edge neuromorphic visual systems.

The practical application of optoelectronic artificial synapses in neuromorphic visual systems is still hindered by their limited functionality, reliability and the challenge of mass production. Here, an electro-photo-sensitive synapse based on a highly reliable amorphous InGaZnO thin-film transistor is demonstrated. Not only does the synapse respond to electrical voltage spikes due to charge trapping/detrapping, but also the weight is modified directly by persistent photocurrent effects under UV-light stimulation. Representative forms of synaptic plasticity, including inhibitory and excitatory postsynaptic currents, frequency-dependent characteristics, short-term to long-term plasticity transitions, and summation effects, are successfully demonstrated. In particular, optoelectronic synergetic modulation leads to reconfigurable excitatory and inhibitory synaptic behaviors, which provides a promising way to achieve the homeostatic regulation of synaptic weights. Moreover, the analogue channel conductance with 100 states is used as the weight update rule to perform MNIST handwritten digit recognition, using system-level LeNet-5 convolutional neural network simulations. The network shows a high recognition accuracy of 95.99% and good tolerance to noisy input patterns. This study highlights the commercial potential of mature optoelectronic InGaZnO transistor technology in edge neuromorphic systems.

Cloning, molecular characterization, and tissue differential expression of connective tissue growth factor (ctgf) of grass carp.

Connective tissue growth factor (ctgf) is involved in the proliferation, migration, adhesion of cell, and the constituent of extracellular matrix, which plays an important role in embryogenesis, angiogenesis, wound repair, and fibrosis diseases. In this study, the cDNA sequence of grass carp ctgf gene was cloned by rapid amplification of cDNA ends (RACE) method; then, the characteristics of this gene and the predicted protein sequence were analyzed by bioinformatics methods, and the tissue differential expression pattern was detected by the quantitative real-time PCR. The results showed that the grass carp ctgf gene has a full-length of 2223 bp, encoding 343 amino acids. The deduced CTGF protein is a hydrophilic and secretary protein with a molecular mass of 37,978.2 Da and an isoelectric point of 8.22. The signal peptide locates between residue positions 1 and 22 of the polypeptide chain. The protein contains α-helix, ß-strand, and loops. The CTGF protein of grass carp shows a homology of 98%, 96%, 91%, and 91% with Wuchang bream (Megalobrama amblycephala), zebrafish (Danio rerio), common carp (Cyprinus carpio), and Mexican tetra (Astyanax mexicanus). The grass carp ctgf gene expressed significantly higher in blood and spleen than that in other tissues (P < 0.05). The low expression tissues included the heart, gill, skin, muscle, kidney, brain, and intestinal, and the lowest expression tissue was the liver. The results are consistent with the function of this gene.

Cloning, molecular characterization, and expression analysis of the unc45 myosin chaperone b(unc45b)gene of grass carp (Ctenopharyngodon idellus).

Unc45 myosin chaperone b(unc45b)gene is a molecular chaperone that mediates the folding, assembly and accumulation of thick-filament myosin in the formation of sarcomere, which plays an important role in the development of striated muscle and the stability of sarcomere. In this study, the complete cDNA sequence of unc45b gene of grass carp was obtained by rapid amplification of cDNA ends (RACE), and the characteristics of the unc45b protein predicted from gene sequence was analyzed by bioinformatics methods. The differential expression pattern in tissues was also detected by quantitative real-time PCR. The results showed that the full-length of unc45b gene of grass carp is 3163 bp, which contains a 60 bp 5'UTR, a 298 bp 3'UTR, and a 2865 bp open reading frame (ORF) encoding a 934 amino acid peptide. The deduced unc45b protein exhibits a homology of 92, 86, 86 % with the protein of zebrafish (Danio rerio), channel catfish (Ietalurus punctatus) and tilapia (Oreochromis niloticus) respectively, and the protein contains UCS myosin head binding domain and TPR peptide repeat domain. The protein is a hydrophilic and non-secretory protein with a molecular mass and isoeletronic point of 103,699.8 and 7.39 Da. The structural elements of the protein includes α-helixes and loops, and the unc45b gene highly expresses in skeletal muscle and heart in grass carp. This study laid a foundation for further research in explaining the myofibril accumulation in crisped grass carp.

[Investigation on the rate of bone fracture of primary osteoporosis treated by embedding thread at Shenshu (BL 23) during five years].

OBJECTIVE: To observe the clinical effect of embedding thread at Shenshu (BL 23) for preventing and treating primary osteoporosis. METHODS: Seventy cases, who had been treated in 2001-2003 at our hospital, were selected and the bone mineral density (BMD) before and after treatment and the incidence condition of bone fracture during 5 years after treatment were analyzed in the embedding thread group and the medication group. RESULTS: The BMDs of hip and lumbar vertebrae were both increased in the embedding thread group, and the BMDs of femoral neck and femoral trochanter in this group were significantly higher than those in the medication group (both P < 0.05). The rate of bone fracture during 5 years after treatment was 2.1% (1/48) in the embedding thread group, which was significantly lower than 18.2% (4/22) in the medication group (P < 0 05). CONCLUSION: Embedding thread at Shenshu (BL 23) can raise the BMD of primary osteoporosis and significantly reduce the rate of bone fracture during 5 years.