The quantum effect of carrier distribution in nanoscale SOI MOSFETs is evident and must be taken into consideration in device modeling and simulation. In this paper, a backpropagation neural network was applied to predict the quantum density of carriers from the classical density, and the influence of the network structure on training speed and accuracy was studied. It was concluded that a carefully trained neural network with two hidden layers using the Levenberg-Marquardt learning algorithm could predict the carrier quantum density of SOI MOSFETs in very good agreement with Schrdinger Poisson equations.

Objective To study the outcomes of autologous osteo-periosteal cylinder graft transplantation for Hepple V osteochondral lesions of the talus (OLT) with large subchondral cyst.Methods The data of 27 consecutive patients of OLT with subchondral cyst was retrospectively analyzed who were treated by autologous osteo-periosteal cylinder graft transplantation from October 2007 to September 2011.There were 26 males and 1 female with an average age of 35.8 years (range,22-53 years).Visual analogue score (VAS) for pain during daily activities,the American Orthopaedic Foot and Ankle Society (AOFAS) ankle and hindfoot score,and subjective satisfaction were investigated.The plain radiographs,magnetic resonance imaging (MRI) of the ankle,and second look arthroscopy were analyzed.Results All the 26 patients were followed up for 22.4 months.At the last follow-up,the VAS score decreased from 5.4±1.0 points preoperatively to 0.8±0.8 points postoperatively,and the mean (50％) AOFAS score improved from 73.9±3.1 points preoperatively to 93.0±6.5 points postoperatively.In 26 cases,the radiolucent area of cysts disappeared on plain radiographs.The mean magnetic resonance observation of cartilage repair tissue (MOCART) score was 57.2,though small subchondral bone cyst was still found in 3 cases on postoperative MRI.The mean (50％) ICRS arthroscopic score of cartilage repair was 9.2 points according to second look arthroscopy of 18 cases.There were 16 cases receiving excellent effect,8 good and 2 fair.The excellent and good rate was 92.3％ (24/26).There were no major complications.Conclusion Autologous osteo-periosteal cylinder graft transplantation could repair the osteochondral defects.It yields satisfactory results,and is suitable for treating OLT with large subchondral cyst.

Objective To evaluate the safety and efficacy of induced hypotension and hypotension in carotid endarterectomy (CEA).Methods Data of 1 486 patients who underwent CEA in multicenters from Aug 2012 to Aug 2018 were retrospectively analyzed.After screening,a total of 1 448 patients met the inclusion criteria.Induced hypertension and hypotension was used in all thees patients.Results 87.8％ of the patients were with severe carotid stenosis.The average operative time was (51.8 ± 6.1) min,and the internal carotid artery clamping time was (11.4 ± 3.1) min.After induced hypertension,the stump pressure were higher than that before,of which 1 438 (99.3％) were greater than 50 mmHg.Monitoring of EEG oxygen saturation showed that the value of ipsilateral rSO2 was significantly lower than that of the contralateral [(56％ ± 3％) vs.(64％ ± 4％),P ＜ 0.05] before induced hypertension.After induced hypertension and clamp removal,the value of ipsilateral rSO2 was lower than that of the contralateral,but there was not significant difference (all P ＞ 0.05).Perioperative cerebral infarction occurred in 2 cases,ipsilateral cerebral hemorrhage in 1 case,contralateral cerebral hemorrhage in 1 case and myocardial infarction in 2 cases.Connclusion The technique of induced hypotension and hypotension play a temporary role in brain protection for patients undergoing CEA.This study demonstrated the safety and effectiveness of induced hypertension and hypotension technique.