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Pulse-width-modulation feedforward neural network design with on-chip learning 基于片上学习的脉宽调制前馈神经网络设计
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569292
J. Bor, Chung-Yu Wu
In this paper, a CMOS VLSI design of the pulse width modulation (PWM) neural network with on-chip leaning is proposed. The multiplication and summation functions are realized by using the PWM technique and simple mixed-mode circuits with good linearity and large dynamic range. From the measured results, the linearity of synapses versus input pulse widths can be almost kept under /spl plusmn/0.2%. Also the measured results on the simple Chinese word speech classification have successfully verified the function correctness and performance of the designed neural network.
本文提出了一种具有片上学习功能的脉宽调制(PWM)神经网络的CMOS VLSI设计方案。利用PWM技术和线性度好、动态范围大的简单混模电路实现了乘法和求和功能。从测量结果来看,突触与输入脉冲宽度的线性关系几乎可以保持在/spl + usmn/0.2%以下。对简单汉语词语音分类的实测结果也验证了所设计神经网络的功能正确性和性能。
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引用次数: 1
Seodang: a desktop video conferencing system for collaborative learning Seodang:协作学习的桌面视频会议系统
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569246
Sang Jin Kim, H. Kang, H. Kim, Hee Kuck Oh, Y. Moon, Sung Han Park
This paper presents a desktop video conferencing system, called Seodang, for collaborative learning. Seodang enables individuals to participate in telelearning, connecting people together over distances in natural ways for the purpose of learning. The system consists of a video conferencing system and application-specific programs. The video conferencing system provides two-way audio and video communications using MuX. Other application programs include shared electronic whiteboard, query control system, presentation manager and student database manager. Each of these applications provides useful tools that improve the quality of learning, while students are allowed to participate interactively. Design and implementation of the system is presented along with its communication characteristics.
本文介绍了一种用于协作学习的桌面视频会议系统Seodang。Seodang使个人能够参与远程学习,以自然的方式将人们远距离连接在一起,以达到学习的目的。该系统由视频会议系统和专用程序组成。视频会议系统使用MuX提供双向音频和视频通信。其他应用程序包括共享电子白板、查询控制系统、演示管理器和学生数据库管理器。这些应用程序都提供了有用的工具,提高了学习质量,同时允许学生互动参与。介绍了该系统的设计与实现,并介绍了该系统的通信特性。
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引用次数: 1
Automatic real-time identification of fingerprint images using wavelet transform and gradient of Gaussian 基于小波变换和高斯梯度的指纹图像自动实时识别
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569325
Woojung Lee, Jae-Ho Chung
In this paper, a fingerprint recognition algorithm is suggested. The algorithm is developed based on the wavelet transform, the dominant local orientation (DLO) and coherence that derived from the gradient of Gaussian. Computer simulation results show that while the rate of Type II error Incorrect recognition of two different fingerprints as identical fingerprints-is held at 0.0%, the rate of Type I error-Incorrect recognition of two identical fingerprints as different ones-is 2.5%.
本文提出了一种指纹识别算法。该算法是基于小波变换、基于高斯梯度的优势局部定向(DLO)和相干性开发的。计算机仿真结果表明,将两个不同的指纹误识别为相同指纹的第二类错误率保持在0.0%,而将两个相同的指纹误识别为不同指纹的第一类错误率为2.5%。
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引用次数: 12
Semi-state description of potassium and sodium channels in hair-cell-type circuits 毛细胞型电路中钾和钠通道的半状态描述
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569304
L. Sellami, Kuan Wong, R. W. Newcomb
Hair cells act as neural interfaces of sound signals and, therefore, circuit representations are important to signal processing systems based upon characteristics of the ear. Here a nonlinear bidirectional model of a hair-cell is presented. Also developed are a canonical semi-state description for its Potassium and Sodium channels, and circuits suitable for a transistorized hardware implementation.
毛细胞作为声音信号的神经接口,因此,电路表征对于基于耳朵特征的信号处理系统是重要的。本文提出了毛细胞的非线性双向模型。还开发了钾和钠通道的规范半状态描述,以及适合晶体管硬件实现的电路。
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引用次数: 0
A modular and scalable ATM switch using shared buffer architecture 一个模块化和可扩展的ATM交换机,使用共享缓冲架构
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569280
Young-Keun Park, Gyungho Lee
Advances in VLSI technology have brought us completely new design principles for the high-performance switching fabrics including ATM switches. From a practical point of view, port scalability of ATM switches emerges as an important issue in the switch design. In this paper, we propose a practically implementable large scale ATM switch by, integrating time-division and space-division switch architectures. We present a scalable shared buffer type switch and its expansion method.
VLSI技术的进步为包括ATM交换机在内的高性能交换结构带来了全新的设计原则。从实际应用的角度来看,ATM交换机的端口可扩展性成为交换机设计中的一个重要问题。在本文中,我们提出了一种可实际实现的大型ATM交换机,该交换机集成了时分和空分交换机架构。提出了一种可扩展的共享缓冲型开关及其扩展方法。
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引用次数: 0
New multiresolution motion estimation for wavelet transform video coding 小波变换视频编码中一种新的多分辨率运动估计方法
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569206
Mi-Sook Chung, S. Kang, Jae-Ho Choi, Hoon-Sung Kwak
In this paper, we propose a new multiresolution motion estimation (NMRME) scheme for wavelet transform based video coding to increase the PSNR. In the NMRME scheme, motion vectors are estimated for low pass subimages of every layers, and all component subimages at the lowest layer by the block matching. At first the motion vectors are calculated for the low pass subimage at highest layer. Then, motion vectors at lower layers are refined using the motion information obtained at higher layers. Motion vectors for vertical, horizontal, and diagonal component subimages at lowest layers are refined using the motion vectors obtained at the low pass subimage of the same layer. Considering the simulation result, the PSNR is higher in the NMRME than that in MRME and FMRME. But, the bit rate is higher. Therefore, tile NMRME scheme is adequate for the application which requires a high PSNR.
本文提出了一种新的基于小波变换的视频编码多分辨率运动估计(NMRME)方案,以提高视频编码的信噪比。在NMRME方案中,对每一层的低通子图像进行运动矢量估计,并对最低层的所有分量子图像进行块匹配。首先计算最高层低通子图像的运动向量。然后,利用在较高层获得的运动信息对较低层的运动向量进行细化。使用在同一层的低通子图像上获得的运动向量来细化最低层的垂直、水平和对角分量子图像的运动向量。从仿真结果来看,NMRME的PSNR高于MRME和FMRME。但是,比特率更高。因此,NMRME方案适用于需要高PSNR的应用。
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引用次数: 3
A novel VLSI architecture for clustering analysis 一种用于聚类分析的新型VLSI架构
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569319
Mao-Fu Lai, C. Hsieh
This paper presents a novel VLSI architecture for the squared-error clustering algorithm. The proposed architecture reduces the huge number of processing elements (PEs) required by the other previous architectures. The system uses only local communication between adjacent PEs, and it is modular, regular, and expandable. The VLSI implementation of high speed clustering analysis can be realized with significantly less circuit complexity based on the proposed architecture.
本文提出了一种新的基于平方误差聚类算法的VLSI结构。所建议的体系结构减少了其他先前体系结构所需的大量处理元素(pe)。该系统仅使用相邻pe之间的本地通信,具有模块化、规范化和可扩展性。基于所提出的架构,可以以显著降低的电路复杂度实现高速聚类分析的VLSI实现。
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引用次数: 2
Implementation of interactive multimedia service system 交互式多媒体服务系统的实现
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569244
Seon-Ja Kim, Young-Duk Park
With the advance of multimedia and network technology, it is possible to integrate telecommunication, broadcasting, and information processing services as a new interactive multimedia service. However, the current service has problems of incompatibilities between service systems and proprietary standard based services. To solve these problems, DAVIC (Digital Audio-Visual Council) is establishing standardization of interactive multimedia services. We have designed and implemented an interactive multimedia service system based on the DAVIC specification. In this paper, we describe the overall system architecture of our approach and implementation results.
随着多媒体技术和网络技术的发展,将通信、广播和信息处理业务集成为一种新的交互式多媒体业务成为可能。然而,目前的服务存在服务系统与基于专有标准的服务之间不兼容的问题。为了解决这些问题,DAVIC(数字视听委员会)正在建立交互式多媒体业务的标准化。我们设计并实现了一个基于DAVIC规范的交互式多媒体服务系统。在本文中,我们描述了我们的方法的整体系统架构和实现结果。
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引用次数: 1
An optimal pin assignment algorithm with improvement of cell placement in standard cell layout 改进标准单元布局中单元位置的最优引脚分配算法
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569295
S. Wakabayashi, Y. Kishimoto, T. Koide
In this paper, we propose an optimal pin assignment algorithm with improvement of cell placement in standard cell layout. The objective of the algorithm is to minimize the channel density by assigning nets to terminals of cells. If the number of possible terminal assignments for each cell is bounded by some constant r, then the proposed algorithm runs in linear time. In most practical cases, the value of r is relatively small, and thus the proposed algorithm is effective and efficient to reduce the chip area.
本文提出了一种优化引脚分配算法,改进了标准单元布局中的单元布局。该算法的目标是通过将网络分配到小区的终端来最小化信道密度。如果每个单元可能的终端分配数由某个常数r限定,则该算法在线性时间内运行。在大多数实际情况下,r的值相对较小,因此所提出的算法对于减小芯片面积是有效的。
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引用次数: 0
Current-mode algorithmic pipeline analog-to-digital converter 电流模式算法流水线模数转换器
Pub Date : 1996-11-18 DOI: 10.1109/APCAS.1996.569300
A.J. Correia, J. Guilherme, J. Franca
Current-mode integrated circuit design techniques offering full compatibility with mainstream digital CMOS technology have been investigated for the realization of an 8-bit 1 MHz analog-to-digital converter. This is based on a modular 1-bit-per-stage pipeline architecture employing a compact algorithmic processing circuitry in each stage. The prototype chip fabricated in a 1.2 /spl mu/m digital CMOS technology occupies 0.655 mm/sup 2/ of silicon area and dissipates 50 mW at 5 V supply.
为了实现一个8位1mhz模数转换器,研究了与主流数字CMOS技术完全兼容的电流模式集成电路设计技术。这是基于模块化的每级1位管道架构,在每级中采用紧凑的算法处理电路。采用1.2 /spl mu/m数字CMOS技术制造的原型芯片占用了0.655 mm/sup 2/硅面积,在5 V电源下功耗为50 mW。
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引用次数: 1
期刊
Proceedings of APCCAS'96 - Asia Pacific Conference on Circuits and Systems
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