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Classification of Triadic Chord Inversions Using Kohonen Self-organizing Maps
Harmony Neural Networks Cognitive Musicology
2015/7/30
In this paper we discuss the application of the Kohonen Selforganizing Maps to the classification of triadic chords in inversions and root positions. Our motivation started in the validation of Sch...
Inherited hemolytic disorders with high occurrence of b-thalassemia in Sindhi community of Jabalpur town in Madhya Pradesh, India
Public health Blood groups Hemoglobin disorders β-thalassemia syndrome G6PD deficiency India
2015/7/15
Hereditary hemolytic disorders such as hemoglobin disorders, β-thalassemia syndrome, G6PD deficiency, and ABO and Rhesus blood groups are the most common public health problems in India. Community gen...
Information Processing, Computation and Cognition
classicism cognitivism computation computational neuroscience computational theory of mind computationalism connectionism information processing meaning neural computation representation
2015/7/15
Computation and information processing are among the most fundamental notions in cognitive science. They are also among the most imprecisely discussed. Many cognitive scientists take it for granted th...
Empirical learning aided by weak domain knowledge in the form of feature importance
neural network domain knowledge prior knowledge feature importance
2015/7/15
Standard hybrid learners that use domain knowledge require stronger knowledge that is hard and expensive to acquire. However, weaker domain knowledge can benefit from prior knowledge while being cost ...
Consciousness in mixed systems: merging artificial and biological minds via Brain-Machine Interface
consciousness brain-machine interface mind brain implant neuroprotheses neurotechnology
2015/7/15
The rapidly developing field of Brain-Machine Interface (BMI) technology seeks to establish a direct communication-and-control channel between human brain and machines. Practical applications for BMI ...
Application of Artificial Neural Network Technology in Water Color Remote Sensing Inversion of Inland Water Body Using Tm Data
Artificial Neural Network Model Water Color Remote Sensing Extraction Lake Landsat Image
2015/7/8
For water color remote sensing study of inland water body, terrestrial satellite is often a good data source, because it has high spatial
resolution. However, the precision of water color remote sens...
当前主流的图像检索方法采用的视觉特征，缺乏自主学习能力，导致其图像表达能力不强，此外，传统的特征索引方法检索效率较低，难以适用于大规模图像数据.针对这些问题，本文提出了一种基于卷积神经网络和监督核哈希的图像检索方法.首先，利用卷积神经网络的学习能力挖掘训练图像内容的内在隐含关系，提取图像深层特征，增强特征的视觉表达能力和区分性；然后，利用监督核哈希方法对高维图像深层特征进行监督学习，并将高维特征映...
It is known that superpositions of ridge functions (single hidden-layer feedforward neural networks) may give good approximations to certain kinds of multivariate functions. It remains unclear, howeve...
A Quantitative Neural Coding Model of Sensory Memory
neural coding sensory memory synaptic plasticity lateral competition
2015/6/10
The coding mechanism of sensory memory on the neuron scale is one of the most important questions in neuroscience. We have put forward a quantitative neural network model, which is self-organized, sel...
Two families with quadrupedalism, mental retardation, no speech, and infantile hypotonia (Uner Tan Syndrome Type-II); a novel theory for the evolutionary emergence of human bipedalism
Uner Tan syndrome ataxia quadrupedalism evolution complex systems self-organization
2015/6/10
Two consanguineous families with Uner Tan Syndrome (UTS) were analyzed in relation to self-organizing processes in complex systems, and the evolutionary emergence of human bipedalism. The cases had th...
以“工业4.0”与“中国制造2025”为主题的中国工程科技论坛—2015智能制造国际会议今天在北京召开。大会由中国工程院、工业和信息化部、中国科学院共同主办。全国人大常委会原副委员长路甬祥出席会议并致辞。路甬祥指出，随着市场需求、发展理念、科技创新尤其是信息网络和大数据使得设计制造服务的价值、方式、生态发生深刻变化，人类将迎来以绿色低碳、网络智能、共创分享、制造服务为特征的制造文明。
An Adaptive Eye Gaze Tracking System Without Calibration for Use in an Automobile
Eye Gaze Tracking in Automobiles
2015/1/20
One of the biggest hurdles to the development of an effective driver state monitor is the that there is no real-time eye-gaze detection. This is primarily due to the fact that such systems require cal...
基于DIVA模型的脑电信号去噪方法研究
DIVA模型 脑电信号 噪声 稀疏分解
2017/1/9
脑电信号获取过程中,工频噪声干扰现象往往会使所获取的信息产生多种多形态瞬时结构波形,这种现象影响到DIVA(Directions Into Velocities of Articulators)模型对语音的正常处理.为此,本文提出了一种面向特征提取的脑电信号结构自适应稀疏分解模型,并在此基础上,通过采用匹配追踪算法求解最佳原子、使用过完备原子库中原子表示原始脑电信号等方法,实现了信号去噪的目的,效...
基于汉南-奎因信息准则的电阻率层析成像径向基神经网络反演
电阻率层析成像 径向基神经网络 非线性反演 汉南-奎因信息准则
2014/5/14
径向基神经网络（RBFNN）具有结构简单、学习速度快、不易陷入局部极小等优点，能够有效地提高电阻率层析成像反演的收敛速度和求解质量.本文针对电阻率层析成像反演的非线性特征，提出了一种基于汉南-奎因信息准则（HQC）的正交最小二乘法（OLS）学习算法（HQOLS）.该算法通过计算HQC的最优值来自动选择RBFNN的网络结构，避免了传统OLS学习算法中阈值参数的设定，保证了网络的泛化性能.通过比较聚类...