期刊文献+
共找到719篇文章
< 1 2 36 >
每页显示 20 50 100
A Novel Frame Error Concealment Scheme Based on Gain Control for TCX Audio Codec
1
作者 XIANG Kai HU Ruimin 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2016年第2期133-138,共6页
A novel frame error concealment scheme is proposed to improve the decoded audio quality of the receiver for transform coded excitation(TCX)audio codec.This scheme,which is a gain control approach based on the stabil... A novel frame error concealment scheme is proposed to improve the decoded audio quality of the receiver for transform coded excitation(TCX)audio codec.This scheme,which is a gain control approach based on the stability of linear predictive coding(LPC)filter,predicts the lost frames by utilizing the linear spectrum frequency and different continuous attenuation factor of different kinds of lost frames.Signal noise ratio(SNR)test and multiple stimuli with hidden reference and anchor(MUSHRA)test are conducted to evaluate the performance of this approach in adaptive multi-rate wideband plus(AMR-WB+)audio codec.Compared with the original frame error concealment scheme,our scheme achieves better audio recovery quality in AMR-WB+audio codec. 展开更多
关键词 frame error concealment audio codec transform coded excitation (TCX)
原文传递
Effect of URM infills on seismic vulnerability of Indian code designed RC frame buildings
2
作者 Putul Haldar Yogendra Singh D.K.Paul 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第2期233-241,共9页
Unreinforced Masonry (URM) is the most common partitioning material in framed buildings in India and many other countries. Although it is well-known that under lateral loading the behavior and modes of failure of the ... Unreinforced Masonry (URM) is the most common partitioning material in framed buildings in India and many other countries. Although it is well-known that under lateral loading the behavior and modes of failure of the frame buildings change significantly due to infill-frame interaction, the general design practice is to treat infills as nonstructural elements and their stiffness, strength and interaction with the frame is often ignored, primarily because of difficulties in simulation and lack of modeling guidelines in design codes. The Indian Standard, like many other national codes, does not provide explicit insight into the anticipated performance and associated vulnerability of infilled frames. This paper presents an analytical study on the seismic performance and fragility analysis of Indian code-designed RC frame buildings with and without URM infills. Infills are modeled as diagonal struts as per ASCE 41 guidelines and various modes of failure are considered. HAZUS methodology along with nonlinear static analysis is used to compare the seismic vulnerability of bare and infilled frames. The comparative study suggests that URM infills result in a significant increase in the seismic vulnerability of RC frames and their effect needs to be properly incorporated in design codes. 展开更多
关键词 URM infill RC frame building Indian seismic design code seismic performance seismic vulnerability
在线阅读 下载PDF
Theoretical analysis of pilotless frame synchronization for LDPC code using Gaussian approximation
3
作者 薛文 Ban Tian +3 位作者 Wang Jianxin Lu Jinhui Yu Hai Shu Feng 《High Technology Letters》 EI CAS 2018年第1期27-35,共9页
The pilotless frame synchronization approach and implementations of LDPC code are the crucial issue of LDPC decoder. The Maximum-A-Posteriori probability( MAP) decoder has a perfect frame synchronization error rate( F... The pilotless frame synchronization approach and implementations of LDPC code are the crucial issue of LDPC decoder. The Maximum-A-Posteriori probability( MAP) decoder has a perfect frame synchronization error rate( FSER) performance. In this paper,a theoretical derivation of the FSER performance of pilotless frame synchronization for LDPC code is presented. The FSER performance by theoretical analysis coincides well with that by simulation in additive white Gaussian channel and Rician fading channel. So it is estimated the FSER performance of an LDPC code by theoretical analysis can be used instead of the simulations which are much more time-consuming. 展开更多
关键词 pilotless SYNCHRONIZATION LDPC code GAUSSIAN approximation RICIAN fadingchannel constraint NODE frame SYNCHRONIZATION error rate (FSER)
在线阅读 下载PDF
Frame complexity optimized selection for H.264/AVC video coding
4
作者 Tian Ling Sun Yu +1 位作者 Zhou Yimin Sun Shixin 《High Technology Letters》 EI CAS 2011年第4期383-387,共5页
To improve the coding performance of H.264/AVC, this paper proposes a rate control scheme composed of a novel flame complexity optimized selection and a quantization parameter (QP) value computation approach. First,... To improve the coding performance of H.264/AVC, this paper proposes a rate control scheme composed of a novel flame complexity optimized selection and a quantization parameter (QP) value computation approach. First, it extracts the frame coding complexity from two rate distortion models, and then introduces five statistic modes to estimate the frame coding complexity. An optimal mode is selected according to the coding efficiency. Finally the paper presents a novel QP calculation method for the H.264/AVC rate control. Experimental results show that the proposed algorithra outperforms the algorithm integrated in the 3M model in obtaining precise frame coding complexity, achieving robust buffer control and improving coding quality. And the improving visual quality is high up to 0.90dB for CIF sequences. 展开更多
关键词 frame coding complexity rate control H.264/AVC RD model
在线阅读 下载PDF
Error Resilient Video Communication Based on Picture Level Adaptive Frame / Field Coding
5
作者 徐巍炜 周凡 陈耀武 《Journal of Donghua University(English Edition)》 EI CAS 2013年第2期103-109,共7页
Packet loss protection method based on picture level adaptive frame /field coding (PAFF)was presented. Firstly,the end-to-end rate-distortion analysis for PAFF on the current frame was performed. Secondly,in order to ... Packet loss protection method based on picture level adaptive frame /field coding (PAFF)was presented. Firstly,the end-to-end rate-distortion analysis for PAFF on the current frame was performed. Secondly,in order to evaluate the severity of error propagation in the following frames,the error propagation intensity and human visual quality sensitivity of different areas were taken into consideration. It was followed by the quantification of relative importance. Finally,the proper coding mode was chosen utilizing an unequal comparison procedure. The simulation results show that the proposed method can improve peak signal-to-noise ratio (PSNR) up to 0. 9 dB and 1. 6 dB comparing with the field only and the dispersed flexible macro-block ordering (FMO)only methods respectively. 展开更多
关键词 error resilience field coding adaptive frame/field coding human visual system error control coding
在线阅读 下载PDF
An Improved Functional Hierarchy Frame Model for System Maintainability
6
作者 CHEN Dai Lin, CHEN Dong lin, WANG Ru gen, ZHU Xue ping College of Engineering, Air Force University of Engineering, Xi′an 710038, P.R.China 《International Journal of Plant Engineering and Management》 2003年第4期215-219,共5页
By means of analogy, this paper analyses the present functional hierarchyframe model for system maintainability, and presents an improved model. Practical applicationindicates that the improved model is visualized, mo... By means of analogy, this paper analyses the present functional hierarchyframe model for system maintainability, and presents an improved model. Practical applicationindicates that the improved model is visualized, more convenient and perfected over the perviousmodels. 展开更多
关键词 MAINTAINABILITY frame model index code maintenance code
在线阅读 下载PDF
Key Frames Extraction Based on the Improved Genetic Algorithm
7
作者 ZHOU Dong-sheng JIANG Wei +1 位作者 YI Peng-fei LIU Rui 《Computer Aided Drafting,Design and Manufacturing》 2014年第4期74-78,共5页
In order toovercomethe poor local search ability of genetic algorithm, resulting in the basic genetic algorithm is time-consuming, and low search abilityin the late evolutionary, we use thegray coding instead ofbinary... In order toovercomethe poor local search ability of genetic algorithm, resulting in the basic genetic algorithm is time-consuming, and low search abilityin the late evolutionary, we use thegray coding instead ofbinary codingatthebeginning of the coding;we use multi-point crossoverto replace the originalsingle-point crossoveroperation.Finally, theexperimentshows that the improved genetic algorithmnot only has a strong search capability, but also thestability has been effectively improved. 展开更多
关键词 key frames extraction grey code binary code genetic algorithm
在线阅读 下载PDF
A comparative study of seismic provisions between International Building Code 2003 and Uniform Building Code 1997 被引量:6
8
作者 Wenshen Pong Zu-Hsu Lee Anson Lee 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2006年第1期49-60,共12页
This study focuses on the comparison of the Uniform Building Code (UBC) 1997 and International Building Code (IBC) 2003 in relation to the seismic design and analysis of special steel moment resisting frame buildi... This study focuses on the comparison of the Uniform Building Code (UBC) 1997 and International Building Code (IBC) 2003 in relation to the seismic design and analysis of special steel moment resisting frame buildings (SMRF). This paper formulates a numerical study of a steel SMRF building, studied in four different situations, namely: as an office building in San Francisco; as an office building in Sacramento; as an essential facility in San Francisco, and as an essential facility in Sacramento. The analytical results of the model buildings are then compared and analyzed taking note of any significant differences. This case study explores variations in the results obtained using the two codes, particularly the design base shear and drift ratios as they relate to different locations and occupancy use. This study also proves that IBC 2003 is more stringent for the redundancy factor under design category E for the SMRF building, and drift limits for essential facilities. 展开更多
关键词 Uniform Building code 1997 International Building code 2003 building periods special moment resisting frame redundancy factor
在线阅读 下载PDF
某框架-双核心筒超限高层结构设计分析
9
作者 郝要文 宋九祥 《土木工程与绿色建筑》 2026年第1期33-37,共5页
为适应建筑方案需求,塔楼采用带折梁连接角柱的框架-双核心筒结构体系。本塔楼为超A级高度超限建筑,同时存在扭转不规则及局部不规则情况。文章针对规范要求,对结构进行抗震性能化设计;通过对比分析不同水准地震作用下结构响应,对结构... 为适应建筑方案需求,塔楼采用带折梁连接角柱的框架-双核心筒结构体系。本塔楼为超A级高度超限建筑,同时存在扭转不规则及局部不规则情况。文章针对规范要求,对结构进行抗震性能化设计;通过对比分析不同水准地震作用下结构响应,对结构关键及薄弱部位采取相应加强措施,确保结构安全可靠。同时,对折梁连接角柱设计难点进行重点分析设计,确保项目的可行性及安全性。 展开更多
关键词 框架-双核心筒结构体系 超限建筑高层 抗震性能化设计 折梁连接角柱
在线阅读 下载PDF
Content based error resilience coding using redundant coding, reference frame modification, and mode decision
10
作者 徐巍炜 蒋荣欣 +1 位作者 田翔 陈耀武 《Journal of Central South University》 SCIE EI CAS 2014年第11期4199-4209,共11页
Quality degradation occurs during transmission of video streaming over the error-prone network. By jointly using redundant slice, reference frame selection, and intra/inters mode decision, a content and end-to-end rat... Quality degradation occurs during transmission of video streaming over the error-prone network. By jointly using redundant slice, reference frame selection, and intra/inters mode decision, a content and end-to-end rate-distortion based error resilience method is proposed. Firstly, the intra/inter mode decision is implemented using macro-block(MB) refresh, and then redundant picture and reference frame selection are utilized together to realize the redundant coding. The estimated error propagation distortion and bit consumption of refresh MB are used for the mode and reference frame decision of refresh MB. Secondly, by analyzing the statistical property in the successive frames, the error propagation distortion and bit consumption are formulated as a function of temporal distance. Encoding parameters of the current frame is determined by the estimated error propagation distortion and bit consumption. Thirdly, by comparing the rate-distortion cost of different combinations, proper selection of error resilience method is performed before the encoding process of the current frame. Finally, the MB mode and bit distribution of the primary picture are analyzed for the derivation of the texture information. The motion information is subsequently incorporated for the calculation of video content complexity to implement the content based redundant coding. Experimental results demonstrate that the proposed algorithm achieves significant performance gains over the LA-RDO and HRP method when video is transmitted over error-prone channel. 展开更多
关键词 error resilience coding redundant picture macro-block(MB) refresh reference frame selection error propagation distortion
在线阅读 下载PDF
Bitrate Control of Distributed Source Coding by Frame Prediction Method
11
作者 Kin Honn Chiam Mohd Fadzli Mohd Salleh 《通讯和计算机(中英文版)》 2016年第1期36-41,共6页
关键词 信源编码 控制帧 分布式 预测 码率 编码模型 解码器 编码器
在线阅读 下载PDF
Ductility demands on buckling-restrained braced frames under earthquake loading 被引量:13
12
作者 Larry A.Fahnestock Richard Sause +1 位作者 James M.Ricles Le-Wu Lu 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2003年第2期255-268,共14页
Accurate estimates of ductility demands on buckling-restrained braced frames(BRBFs)are crucial to performance-based design of BRBFs.An analytical study on the seismic behavior of BRBFs has been conducted at the ATLSS ... Accurate estimates of ductility demands on buckling-restrained braced frames(BRBFs)are crucial to performance-based design of BRBFs.An analytical study on the seismic behavior of BRBFs has been conducted at the ATLSS Center,Lehigh University to prepare for an upcoming experimental program.The analysis program DRAIN-2DX was used to model a one-bay,four-story prototype BRBF including material and geometric nonlinearities.The buckling- restrained brace(BRB)model incorporates both isotropic and kinematic hardening.Nonlinear static pushover and time- history analyses were performed on the prototype BRBF.Performance objectives for the BRBs were defined and used to evaluate the time-history analysis results.Particular emphasis was placed on global ductility demands and ductility demands on the BRBs.These demands were compared with anticipated ductility capacities.The analysis results,along with results from similar previous studies,are used to evaluate the BRBF design provisions that have been recommended for codification in the United States.The results show that BRB maximum ductility demands can be as high as 20 to 25.These demands significantly exceed those anticipated by the BRBF recommended provisions.Results from the static pushover and time- history analyses are used to demonstrate why the ductility demands exceed those anticipated by the recommended provisions. The BRB qualification testing protocol contained in the BRBF recommended provisions is shown to be inadequate because it requires only a maximum ductility demand of at most 7.5.Modifications to the testing protocol are recommended. 展开更多
关键词 BUILDINGS buckling-restrained braced frames buckling-restrained braces structural response seismic response ductility demand seismic codes and standards
在线阅读 下载PDF
基于HLS的HEIF图像预测编码模块设计
13
作者 胡锦 黄明帅 毕晓猛 《计算技术与自动化》 2025年第2期117-120,182,共5页
设计使用高层次综合语言HLS(High Level Synthesize)来实现图像预测帧内编码模块的功能。帧内预测编码是指利用视频空间域的相关性,使用当前图像已编码的像素预测当前像素,然后将预测残差(当前像素真实值与预测值之间的差值)作为后续编... 设计使用高层次综合语言HLS(High Level Synthesize)来实现图像预测帧内编码模块的功能。帧内预测编码是指利用视频空间域的相关性,使用当前图像已编码的像素预测当前像素,然后将预测残差(当前像素真实值与预测值之间的差值)作为后续编码模块的输入,进行下一步编码处理。HLS实现相比与直接使用verilog和其他的语言来实现,HLS具有开发周期短,可以极大地节省人力成本和时间成本、平台可移植性强以及更便捷的代码迭代等的优势。设计使用HLS实现的对HEIF编码IP中图像预测编码模块,主要用于FPGA中,优化后的IP总占用10795个FIFO和30705个LUT,并且设计在后续优化代码之后缩短了1/3原有编码所需时间,大大提升了编码速率。 展开更多
关键词 图像帧内预测编码 预测残差 HEIF编码 HLS
在线阅读 下载PDF
Seismic Evaluation of Steel Moment Resisting Frames (MRFs)—Supported by Loose Granular Soil
14
作者 Muhammad Tayyab Naqash Qazi Umar Farooq Ouahid Harireche 《Open Journal of Earthquake Research》 2019年第2期37-51,共15页
Soil underneath a structure might affect the behavior and the overall response of the structure in seismic events. The role of loose soil conditions and the inclusion of soil-structure interaction (SSI) in the analysi... Soil underneath a structure might affect the behavior and the overall response of the structure in seismic events. The role of loose soil conditions and the inclusion of soil-structure interaction (SSI) in the analysis are important issues that need to be addressed. Since steel structures are light, two configurations designed as spatial and perimeter are considered to study the effect of soil on the steel structural frames for the same building. The paper provides a parametric analysis on the influence of SSI on the overall performance of MRFs (Moment Resisting Frames) according to the provisions of Saudi Building Code (SBC) [1]. A case study has been developed in which spatial and perimeter moment resisting frames of 12, 6 and 3 stories residential buildings are designed using Saudi Building Code (SBC) prescriptions. A modal response spectrum analysis has been carried out to see the influence of SSI on the fundamental period of vibration, top story displacement and inter-story drift limitations. Moreover, a static non-linear analysis has been performed to investigate the performance of frames, thus allowing to identify the influence of SSI on the structural design of steel MRFs. 展开更多
关键词 Soil Structure Interaction (SSI) SAUDI Building code (SBC) American Society of Civil Engineers (ASCE) Federal Emergency Management Agency (FEMA) Moment Resisting frames (MRFs) SEISMIC Resistance SEISMIC codes
在线阅读 下载PDF
基于三维自组织映射的视频帧间预测编码算法
15
作者 覃远年 陈超群 《中国高新科技》 2025年第1期126-127,133,共3页
文章针对视频帧间编码中运动估计和运动补偿(ME+MC)算法的不足,提出一种基于三维自组织映射的帧间预测编码方法。该方法将FS-3DSOM算法用于运动模式库的训练,通过运动模式库和运动估计算法分别获取最佳匹配块,选择率失真代价最低的匹配... 文章针对视频帧间编码中运动估计和运动补偿(ME+MC)算法的不足,提出一种基于三维自组织映射的帧间预测编码方法。该方法将FS-3DSOM算法用于运动模式库的训练,通过运动模式库和运动估计算法分别获取最佳匹配块,选择率失真代价最低的匹配块作为预测块,从而提高帧间预测准确度。同时,为了减小运动模式库的匹配误差,采用了基于聚类的运动模式库构造方法。实验结果表明,在相同码率的情况下,基于三维自组织映射的帧间预测编码方法比传统方法具有更好的编码性能。 展开更多
关键词 自组织映射 视频编码 帧间预测 运动估计 运动补偿
在线阅读 下载PDF
中外混凝土结构设计规范框架柱体积配箍率对比研究
16
作者 王雷 黄小坤 徐福泉 《建筑结构》 北大核心 2025年第17期37-45,共9页
适宜的体积配箍率是保证框架柱延性最为重要的构造措施,中外混凝土结构设计规范对框架柱体积配箍率有不同的规定。介绍了主要国家混凝土结构设计规范中框架柱体积配箍率的计算规定;详细分析了各国混凝土结构设计规范框架柱体积配箍率计... 适宜的体积配箍率是保证框架柱延性最为重要的构造措施,中外混凝土结构设计规范对框架柱体积配箍率有不同的规定。介绍了主要国家混凝土结构设计规范中框架柱体积配箍率的计算规定;详细分析了各国混凝土结构设计规范框架柱体积配箍率计算公式的来源;进行了各国混凝土结构设计规范混凝土抗压强度和钢筋屈服强度等设计指标的换算,以及潜在塑性铰区延性要求的统一和轴压力控制水平的回顾,并对各国混凝土结构设计规范框架柱体积配箍率计算公式在同一水准下进行了对比分析。结果表明:对于C80高强混凝土框架柱,中国规范体积配箍率整体偏低;对于C40普通强度混凝土框架柱,中国规范体积配箍率整体偏高。 展开更多
关键词 混凝土结构 规范对比 框架柱 体积配箍率
在线阅读 下载PDF
基于图编码与改进流注意力的编码sORFs预测方法DeepsORF
17
作者 谢冬梅 边昕烨 +4 位作者 于连飞 刘文博 王子灵 曲志坚 于家峰 《计算机应用》 北大核心 2025年第2期546-555,共10页
小开放阅读框(sORFs)在多种生物学过程中发挥着关键作用,且准确识别编码sORFs和非编码sORFs是基因组学中一项重要且有挑战性的任务。针对目前大多数编码sORFs预测算法严重依赖基于先验生物知识的手工特征且缺乏通用性的问题以及原始sORF... 小开放阅读框(sORFs)在多种生物学过程中发挥着关键作用,且准确识别编码sORFs和非编码sORFs是基因组学中一项重要且有挑战性的任务。针对目前大多数编码sORFs预测算法严重依赖基于先验生物知识的手工特征且缺乏通用性的问题以及原始sORFs的序列长度长短不一而无法直接输入预测模型的问题,提出一种基于sORF-Graph图编码方式的端到端的深度学习框架DeepsORF预测编码sORFs。首先,通过sORF-Graph将所有sORFs序列编码成对应的图,并将序列信息编码成图元素特征,从而对输入序列进行标准化处理;其次,引入基于卷积与残差的流注意力机制捕获sORFs中碱基远距离之间的相互作用,以更有效地表达sORFs的特征,并提高模型的预测精度。实验结果证明,DeepsORF框架在6个独立测试集上的性能均得到提升,与csORF-finder方法相比,DeepsORF在D.melanogaster nonCDS-sORFs测试集上的准确率、马修斯相关系数(MCC)以及精确率分别提升了9.97、19.49与13.07个百分点,验证了DeepsORF模型在识别编码sORFs和非编码sORFs任务中的有效性以及良好泛化能力。 展开更多
关键词 小开放阅读框 编码sORFs 端到端 图编码 流注意力
在线阅读 下载PDF
lncRNA编码产物在癌症应用的研究进展 被引量:1
18
作者 邢佳妮 张瑞 梁枫 《现代医药卫生》 2025年第7期1715-1720,共6页
长链非编码RNA(lncRNA)最初被定义为最具代表性的非编码RNA,最近通过生物信息学和蛋白质组学技术等的研究发现,部分lncRNA实际上包含开放阅读框,其编码的微肽/蛋白质在癌症中具有重要功能,有望成为抗癌药物靶标和候选癌症生物标志物。... 长链非编码RNA(lncRNA)最初被定义为最具代表性的非编码RNA,最近通过生物信息学和蛋白质组学技术等的研究发现,部分lncRNA实际上包含开放阅读框,其编码的微肽/蛋白质在癌症中具有重要功能,有望成为抗癌药物靶标和候选癌症生物标志物。该文对癌症相关的lncRNA编码产物功能及临床用途进行总结,旨在探讨其中共性和个性,为肿瘤治疗应用提供参考。 展开更多
关键词 长链非编码RNA 开放阅读框 翻译 癌症 综述
暂未订购
长链非编码RNA编码微肽的鉴定和功能研究进展
19
作者 黄桂英 王李伟 +3 位作者 刘嘉茵 王松 陈吉龙 池晓娟 《福建农林大学学报(自然科学版)》 CAS 北大核心 2025年第1期89-99,共11页
随着翻译组测序、多肽组学和生物信息学分析等技术的快速发展,人们发现大量长链非编码RNA(long non-coding RNA,lncRNA)含有可编码功能性微肽的短开放阅读框。这些由lncRNA编码的微肽不仅参与调控骨骼肌的生理功能、胚胎发育和神经细胞... 随着翻译组测序、多肽组学和生物信息学分析等技术的快速发展,人们发现大量长链非编码RNA(long non-coding RNA,lncRNA)含有可编码功能性微肽的短开放阅读框。这些由lncRNA编码的微肽不仅参与调控骨骼肌的生理功能、胚胎发育和神经细胞发育,还对多种癌症的发生与发展、炎症反应及心血管疾病产生影响。研究这些微肽的功能对于深入理解生命活动的调控机制具有重要的科学意义,也为相关疾病的防治提供新的思路与方向。概述了鉴定lncRNA编码微肽的常用方法,以及这些微肽功能的最新研究进展,以期为后续研究提供参考。 展开更多
关键词 长链非编码RNA 短开放阅读框 微肽 鉴定 功能
在线阅读 下载PDF
sORF-BERT:基于预训练模型预测编码sORFs的方法
20
作者 边昕烨 谢冬梅 +2 位作者 王子灵 曲志坚 于家峰 《计算机与现代化》 2025年第3期71-77,共7页
小开放阅读框(small Open Reading Frames,sORFs)是指基因组中长度不超过300个碱基的开放阅读框,对于维持细胞代谢平衡及生命体的基础生理功能有重要作用。为深入挖掘sORFs序列的深层特征以及进一步提升跨物种预测编码与非编码sORFs的精... 小开放阅读框(small Open Reading Frames,sORFs)是指基因组中长度不超过300个碱基的开放阅读框,对于维持细胞代谢平衡及生命体的基础生理功能有重要作用。为深入挖掘sORFs序列的深层特征以及进一步提升跨物种预测编码与非编码sORFs的精度,提出一种融合DNABERT预训练和数据混合编码策略的sORF-BERT神经网络模型,并引入CAL模块以学习sORFs的多尺度特征。对原核基因组、人类、老鼠、拟南芥以及大肠杆菌数据集进行分析研究,sORF-BERT模型通过预训练与微调之后,能有效地捕获sORFs序列丰富的生物学特征,同时利用CAL更好地学习不同尺度的sORFs特征。将sORF-BERT与已发表的CPPred、DeepCPP、CNCI、CPPred-sORF、MiPiped、PsORFs这6种先进方法进行跨物种实验对比,结果显示sORF-BERT在5个独立测试集上的性能均得到提升,与排名第二的PsORFs相比ACC提升了0.42~18.72个百分点、MCC提升了1.08~11.75个百分点,充分表明了该方法在预测编码sORFs的优越性,有助于推动基础生物学的研究。 展开更多
关键词 小开放阅读框 预训练 混合编码 特征融合 跨物种预测
在线阅读 下载PDF
上一页 1 2 36 下一页 到第
使用帮助 返回顶部