• Title/Summary/Keyword: C.E.P.

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A Design of Hierarchical Gaussian ARTMAP using Different Metric Generation for Each Level (계층별 메트릭 생성을 이용한 계층적 Gaussian ARTMAP의 설계)

  • Choi, Tea-Hun;Lim, Sung-Kil;Lee, Hyon-Soo
    • Journal of KIISE:Software and Applications
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    • v.36 no.8
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    • pp.633-641
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    • 2009
  • In this paper, we proposed a new pattern classifier which can be incrementally learned, be added new class in learning time, and handle with analog data. Proposed pattern classifier has hierarchical structure and the classification rate is improved by using different metric for each levels. Proposed model is based on the Gaussian ARTMAP which is an artificial neural network model for the pattern classification. We hierarchically constructed the Gaussian ARTMAP and proposed the Principal Component Emphasis(P.C.E) method to be learned different features in each levels. And we defined new metric based on the P.C.E. P.C.E is a method that discards dimensions whose variation are small, that represents common attributes in the class. And remains dimensions whose variation are large. In the learning process, if input pattern is misclassified, P.C.E are performed and the modified pattern is learned in sub network. Experimental results indicate that Hierarchical Gaussian ARTMAP yield better classification result than the other pattern recognition algorithms on variable data set including real applicable problem.

The Corrosion Study of Al Current Collector in Phosphonium Ionic Liquid as Solvent for Lithium Ion Battery

  • Cha, Eun-Hee;Mun, Jun-Young;Cho, E.-Rang;Yim, Tae-Eun;Kim, Young-Gyu;Oh, Seung-M.;Lim, Soo-A;Lim, Jea-Wook
    • Journal of the Korean Electrochemical Society
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    • v.14 no.3
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    • pp.152-156
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    • 2011
  • A room temperature ionic liquid (RTIL) based on trihexyl (tetradecyl)phosphonium bis(trifluoromethanesulfonyl) imide ([$(C_6H_{13})_3P(C_{14}H_{29)}$] [TFSI];P66614TFSI) was synthesized and analyzed to determine their characteristics and properties. The bis(trifluoromethanesulfonyl)imide (TFSI) anion is widely studied as an ionic liquid (IL) forming anion which imparts many useful properties, notably electrochemical stability. Especially its electrochemical and physical characteristics for solvent of lithium ion battery were investigated in detail. $P_{66614}$ TFSI exhibits fairly low conductivity (0.89 mS $cm^{-1}$) and higher viscosity (298 K: 277 cP; 343 K: 39 cP) than other ionic liquids, but it exhibits a high thermal stability (over $400^{\circ}C$). Especially corrosion behavior on Al current collector was tested at room temperature and further it was confirmed that thermal resistivity for Al corrosion was highly increased in 1.0M LiTFSI/$P_{66614}$-TFSI electrolyte comparing with other RTILs by linear sweep thermometry.

Soluble Expression of Human Angiostatin and Endostatin by Maltose Binding Protein (MBP) Fusion in E. coli (Maltose Binding Protein 융합단백질에 의한 인간유래의 앤지오스타틴과 앤도스타틴의 대장균에서 수용성 단백질발현)

  • Paek, Seon-Yeol;Choi, Shin-Geon
    • Journal of Industrial Technology
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    • v.28 no.B
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    • pp.59-63
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    • 2008
  • Rapid production of therapeutic proteins such as angiostatin and endostatin angiogenic inhibititors has been highly demanded for cancer treatment. In this regard, recombinant human angiostatin and endostatin were successfully expressed as soluble forms by maltose binding protein (MBP)-mediated fusion expression in Escherichia coli. PCR amplified, angiostatin and endostatin genes from human placenta cDNA library were inserted into an expression vector pMAL-c2e to construct prokaryotic expression vectors, pMAL-c2e/AS and pMAL-c2e/ES, respectively. Recombinant angiostatin and endostatin were efficiently expressed in E. coli origami (DE3) after IPTG induction and protein expression were confirmed by SDS-PAGE analyses. The expressed recombinant proteins were purified near homogenity using an amylose affinty column chromatography. In contrast that previous E. coli expressions were all insoluble, our results first time demonstrated that MBP fused human angiostatin and endostatin were soluble in E. coli.

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Purification and Characterization of Glutamine synthetase of Klebsiella pneumoniae (Klebsiella pneumoniae가 생산하는 Glutamine synthetase의 정제 및 특성)

  • 차정학;이왕식;성하진
    • Microbiology and Biotechnology Letters
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    • v.19 no.3
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    • pp.259-264
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    • 1991
  • Glutamine synthetase (GS) of Kkbsiellu pmumonzae was purified and identified it's properties. It was determined to be composed of 12 identical subunits and it's molecular weight was about 600,000. It's optimum pH and temperature were identified as pH 7.0 and $37^{\circ}C$ respectively, and also there was no considerable variation of activity between pH 5 and 8. When GS was incubated at $57^{\circ}C$ for 10 min, it's activity was decreased to half of maximum activity. It was observed that K. pneumoniae has adenylylation-deadenylylation system which regulates activity of GS according to the quality and quantity of nitrogen source like GS of E. coli Also it's GS was very similar to that of E. coli. in structure deduced from the immunodiffuslon experiment using anti-E. coli GS antibody.

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Removal of Ammonia from Aqueous Solutions with Zeolite and Bentonite (제오라이트 및 벤토나이트에 의한 수용액중 암모니아의 제거)

  • 이화영;오종기;김성규;고현백
    • Resources Recycling
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    • v.11 no.3
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    • pp.3-9
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    • 2002
  • Relnoval of ammonia from aqueous solutions has been studied with zeolite and bentonite minerals. Zeolite and bentonite powder were supplied by a domestic company and used as delivered without further purification. The aqueous pH was found to increase by addition of zeolite or bentonite up to pH 8.5 from initial pH of 5.5∼5.7. From the C.E.C. measurement by ammonium acetate leaching method, the values of C.E.C. of zeolite and bentonite sample were observed to be 129.7 meq/100 gr and 65.1 meq/100 gr, respectively and Na+ ion accounted for the major part of total C.E.C. in both cases. In the removal of ammonia with zeolite and bentonite, physical adsorption of ammonium ion onto minerals was believed to contribute to the removal of it as well as the intrinsic cation exchange reaction. Finally, zeolite was found to be superior to bentonite in the removal of ammonia from aqueous solutions.

Characterization of C-P Lyase gene cluster by in vivo $^{31}$ P-NMR spectroscopy

  • Lee, Ki-Sung;Kwak, In-Young
    • Journal of Microbiology
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    • v.33 no.4
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    • pp.328-333
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    • 1995
  • $\^$31/ P-NMR experiment was performed to detect phophonates (Pn) utilization and degradation in the several different C-P lyase mutants of E. coli and in E. aerogenes and the recombinants. The relative peak intensity (RPI) for the standard samples of 0.5 mM methylphosphonate (MPn) and 1.0 mM aminoethylphosphonate in glucose-MOPS medium showed 0.5 : 1.0 ratio. In the case of BW14329 (.DELTA.phnC-P, .delta.phoA), RPI did not change significantly after 24 hrs culturing, which means it nearly could not utilize Pn. In vivo $\^$31/ P-NMR spectrum of E. aerogens (BWKL 16627) during 3 hrs starvation showed two intense peaks at 0-2 ppm and at near-10 ppm which indicate intracellular orthophosphate (Pi) and pyrophosphate (PPi), respectively. Both of them might be released by degradation of inorganic polyphosphate pool. When MPn is supplied to the medium as an unique P source, Pi content in the cell has the constant, but PPi seems to be slightly decreased. Recombinants (BWKL 16954) grew slower than E. aerogenes in the glucose-MOPS media with various P sources. In vivo $\^$31/ P-NMR spectrum of recombinant did not show any intense signal in the cell. Surprisingly, under the cultivation adding with MPn, a few intense peaks in the region of Pi AND phospate monoester were detected.

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Effects of Six Different Starter Cultures on Mutagenicity and Biogenic Amine Concentrations in Fermented Sausages Treated with Vitamins C and E

  • Kim, Hyeong Sang;Lee, Seung Yun;Kang, Hea Jin;Joo, Seon-Tea;Hur, Sun Jin
    • Food Science of Animal Resources
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    • v.39 no.6
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    • pp.877-887
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    • 2019
  • This study was performed to determine changes in mutagenicity and biogenic amine concentrations in sausages fermented with six different starter cultures treated with vitamins C and E. Six different types of fermented sausages with different combination of starter cultures were manufactured. T1, Pediococcus acidilactici; T2, P. pentosaceus and Staphylococcus carnosus; T3, S. carnosus, S. xylosus, Debaryomyces hansenii, Lactobacillus curvatus, and P. pentosaceus; T4, S. carnosus and L. sakei; T5, S. xylosus and L. plantarum; and T6, Penicillium nalgiovensis. After treatment with vitamins C and E in fermented sausages, changes in mutagenicity and biogenic amine concentrations were measured. The sausages fermented with Staphylococcus xylosus and Lactobacillus plantarum starter cultures showed the most effective antimutagenic activity (p<0.05). The mutagenicity was further decreased in the sausages treated with vitamins C and E (p<0.05), regardless of the starter cultures. The use of Pediococcus acidilactici, S. xylosus, L. plantarum, and Penicillium nalgiovensis as starter cultures was effective in decreasing biogenic amine concentrations (p<0.05). In addition, vitamin E was more effective in decreasing the biogenic amine concentrations than vitamin C. In conclusion, we recommend the use of S. xylosus and L. plantarum as starter cultures, in addition to the use of vitamins C and E, to reduce the potential risk of meat mutagens in fermented sausages.

Molecular Cloning of a Gene Cluster for Phenanthrene Degradation from Pseudomonas sp. Strain DJ77 and Its Expression in Escherichia coli (Pseudomonas sp. strain DJ77로 부터 phenanthrene 분해 유전자군의 클로닝과 대장균에서의 발현)

  • 김영창;윤길상;신명수;김흥식;박미선;박희진
    • Korean Journal of Microbiology
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    • v.30 no.1
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    • pp.1-7
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    • 1992
  • We cloned a gene cluster encoding phenanthrene-degrading enzymes on a 6.8-kb Xhol fragment from the Pseudomonas sp. DJ77 chromosomal DNA into the vector pBLUESCRIPT SIC(+). The resultant clone, containing the recombinant plilsmid pHENX7, was able to convert 3-methylcatechol to a yellow mela-cleavage compound. Since the pHENX7R in which the DNA insert was cloned in the opposite orientation lacked extradiol dioxygenase activity. the direction of transcription was established. Four polypeptides, PhnC (24 kDa). PhnD (31 kDa), PhnE (34 kDa). and PhnF (15 kDa), were identified in E coli JM101 transformed with several pHENX7-derived plasmids. The locations and extents of ~ndividual genes were determined by subcloning. The gene order was phnC-phnD-phnE-phnF-phnG, and phnC, phnD, phnE, and phnG genes encoded glutathione S-transferase, mrta-cleavage compound hydrolase, extradiol dioxygenase, mera-cleavage compound dehydrogenase, respectively.

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Restriction Mapping of Cloned Pullulanase Gene and Property of Pullulanase Produced in Escherichia coli (pYKL451) and Klebsiella pneumoniae NFB-320 (Klebsiella pneumoniae NFB-320의 Pullulanase 유전자의 제한효소 분석과 효소학적 특성)

  • Yu, Ju-Hyun;Chung, Kun-Sub;Kong, In-Su;Lee, Jung-Kee
    • Microbiology and Biotechnology Letters
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    • v.15 no.6
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    • pp.436-440
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    • 1987
  • Pullulanase gene (pul) of Klebsiella pneumoniae NFB-320 which was cloned previously in Escherichia coli with plasmid pBR322. The gene was analyzed with various restriction enzymes. The cloned gene was contained within n 10 kb BamHI DNA fragment. We constructed the restriction map of the hybrid plasmid pYKL451. The optimum temperatures for pullulanases produced in E. coli (pYKL451) and K. pneumoniae NFB-320 were almost the same, 50-55 $^{\circ}C$. The optimum pHs for the reaction of the enzymes produced by E. coli (pYKL451) and K. pneumoniae NFB-320 was 6.0. Both enzyme preparations were stable under the range of pH 5.0 to 10.0 when those were kept at 40 $^{\circ}C$ for 90 min and were stable until 40 $^{\circ}C$ when allowed to stand for 1hr at various temperatures.

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The Effect of Goomcheongsim-won(구미청심원) Extracts on E20 Corticells and P7 Cerebellar Cells Exposed to Hypoxia (구미청심원이 저산소증 유발 배양신경세포에 미치는 영향)

  • 한기선;정승현;신길조;문일수;이원철
    • The Journal of Korean Medicine
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    • v.23 no.1
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    • pp.120-132
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    • 2002
  • Objectives : The purpose of this investigation was to evaluate the effect of Goomicheongsim-won Extracts on E20 corticells and P7 cerebellar cells exposed to hypoxia, and the effect on neuronal protection by elimination of Rhinoceros unicornis L. and/or Orpiment $As_2S_3$. Methods : P7 cerebellar cells were grown in various concentrations of KM-A, KM-B, KM- C and KM-D. On 7 DIV (day in vitro), cells were exposed to hypoxia (98% $N_2/5%{;}CO_2,{\;}3{\;}hr,{\;}37^{\circ}C$) and normoxia, and then further incubated for 3 days. Neuronal viabilities were expressed as percentages of control. E20 cortical cells were grown in various concentrations of KM-A, KM-B, KM-C, and KM-D. On 7 DIV, cells were exposed to hypoxia and normoxia, and then further incubated for 3 and 7 days. Results : I. The effect of KM-A on neuronal protection was significantly increased P7 cerebellar granule cells and E20 cortical cells on normoxia and hypoxia. 2. The effect of KM-B on neuronal protection was increased P7 cerebellar granule cells on normoxia, but was significantly decreased P7 cerebellar granule cells on hypoxia. The effect of KM-B on neuronal protection was non-significantly increased E20 cortical cells on normoxia and hypoxia. 3. The effect of KM-C on neuronal protection was non-significantly increased P7 cerebellar granule cells on normoxia and hypoxia and was decreased (p=0.058) on hyperconcentration of the extracts in normoxia. The effect of KM-C on neuronal protection was significantly increased P7 cerebellar granule cells and E20 cortical cells on normoxia and hypoxia (10 DIV), and the effect was E20 cortical cells on normoxia (14 DIV), non-significantly increased E20 cortical cells on hypoxia (14DIV). 4. The effect of KM-D on neuronal protection was increased P7 cerebellar granule cells on normoxia but was not on hyperconcentration of the extracts, was significantly decreased on hyperconcentration of the extracts in hypoxia. The effect of KM-D on neuronal protection was significantly increased E20 cortical cells on normoxia and was significantly increased E20 cortical cells increased on hypoxia (10 DIV). Conclusions : Goomicheongsim-won extracts had applicable effect on E20 corticells and P7 cerebellar cells exposed to hypoxia. The effect on neuronal protection by elimination of Rhinoceros unicornis L. and/or Orpiment $As_2S_3$ was changed.

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