Despite noise injecting during training has been demonstrated with success in enhancing the fault tolerance of neural network, theoretical analysis on the dynamic of this noise injection-based online learning algorithm has far from complete. In particular, the convergence proofs for those algorithms have not been shown. In this regards, this paper presents an empirical study on the non-converge...

The effects of reserpine (catecholamine depletor) and LHRH analogues on gonadotropin secretion, spermiation and ovulation of common carp were investigated. Injections of reserpine alone at a dose of 1 or 7 mg/kg of body weight stimulated spermiation, and reserpine at a dose of 1 mg/kg of body weight in combination with (D-Arg6, Trp7, Leu8, Pro9, NEt)-LHRH (s-GnRH-A) or with (D-Ala6, Pro9)-LHRH ...

Pain and hyperalgesia from deep somatic tissue (i.e., muscle and joint) are processed differently from that from skin. This study examined differences between deep and cutaneous tissue allodynia and the role of cAMP in associated behavioral changes. Capsaicin was injected into the plantar aspect of the skin, plantar muscles of the paw, or ankle joint, and responses to mechanical and heat stimul...

BACKGROUND Anecdotal evidence suggests that a vertical small-needle injection method enters the caudal epidural space with comparable efficacy to cephalad-directed methods, with less intravascular injection. OBJECTIVES Assess the success rate of vertical caudal epidural injection using epidurography and the frequency of intravascular injection using a vertical small-needle approach. PATIENT...

PURPOSE To investigate the changes in plasma concentrations of vascular endothelial growth factor (VEGF), insulin growth factor (IGF-1), erythropoietin, pigment epithelium-derived factor, and IgG1 after bevacizumab intravitreal injection in infants with retinopathy of prematurity. METHODS Eleven eyes from six infants who received intravitreal injection of bevacizumab were enrolled in this stu...

A highly sensitive amperometric Prussian blue-based hydrogen peroxide sensor was developed using 3D pyrolytic carbon microelectrodes. printed multielectrode electrochemical cell enabled simultaneous reproducible blue modification on multiple electrodes. The effect of oxygen plasma pre-treatment and deposition time electrodeposition studied. response 2D sensors to the addition in ?M sub-?M conce...

purpose: to evaluate the effects of intravitreal and intracameral injection of bevacizumab in patients with neovascular glaucoma (nvg).   methods: this interventional case series was conducted on 40 eyes of 40 patients with neovascular glaucoma. data included the extent of iris (nvi) and angle neovascularization (nva), peripheral anterior synechia (pas), and intraocular pressure (iop). followin...