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We derive a new self-organizing learning algorithm that maximizes the information transferred in a network of nonlinear units. The algorithm does not assume any knowledge of the input distributions, and is defined here f...

The ability of learning networks to generalize can be greatly enhanced by providing constraints from the task domain. This paper demonstrates how such constraints can be integrated into a backpropagation network through ...

We propose a deep convolutional neural network architecture codenamed Inception that achieves the new state of the art for classification and detection in the ImageNet Large-Scale Visual Recognition Challenge 2014 (ILSVR...

Multilayer neural networks trained with the back-propagation algorithm constitute the best example of a successful gradient based learning technique. Given an appropriate network architecture, gradient-based learning alg...

BACKGROUND: Protein-protein interaction (PPI) network analyses are highly valuable in deciphering and understanding the intricate organisation of cellular functions. Nevertheless, the majority of available protein-protei...

Point cloud is an important type of geometric data structure. Due to its irregular format, most researchers transform such data to regular 3D voxel grids or collections of images. This, however, renders data unnecessaril...

We present an interpretation of Inception modules in convolutional neural networks as being an intermediate step in-between regular convolution and the depthwise separable convolution operation (a depthwise convolution f...

Materias / palabras clave: parallel and distributed processing, computer networking, machine learning, software engineering internet of thing (iot), pattern recognition, image processing; Science: Mathematics: Instruments and machines: Electronic ...

Materias / palabras clave: physical layer techniques, network management, network signal processing, neural networks and machine learning, bayesian networks and statistical inference, tensor networks; Technology: Electrical engineering. Electronic...

Materias / palabras clave: information technology, networking technologies, data access, communication technologies; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware; Scienc...

Materias / palabras clave: signal processing, parallel and distributed processing, computer-aided education, software engineering, computer networking and operative systems; Technology: Electrical engineering. Electronics. Nuclear engineering: Ele...

Materias / palabras clave: ai and green ai, computer applications, software engineering, computer security and cyber security, computer networks and cloud computing, multimedia; Science: Mathematics: Instruments and machines: Electronic computers....

Materias / palabras clave: industrial networks, intelligent systems, cloud-based networks, sensor networks, communication networks; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer h...

Materias / palabras clave: software, artificial intelligence, computer hardware, pattern recognition, computer networks, computer processing; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. ...

Materias / palabras clave: computer theory and algorithm, artificial intelligence and pattern recognition, computer architecture and high performance computing, computer network, software engineering, database and knowledge-based systems; Science:...

Materias / palabras clave: information technology, software engineering, artificial intelligence, computer science, informatics, computer networks; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer enginee...

Materias / palabras clave: information technology, computer science, software engineering, computer engineering, computer networks, artificial intelligence; Technology: Technology (General); Technology: Electrical engineering. Electronics. Nuclear...

Materias / palabras clave: information systems, computer network, computing, software engineering, systems and computing; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware; S...

Materias / palabras clave: algorithms and complexity theory, computing and computer architecture, computer networks, artificial intelligence, security and encryption, performance evaluation of computer systems and queuing systems; Science: Mathema...

Materias / palabras clave: computer communications networks, computer system architecture, computer system security, computer science; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materias / palabras clave: teknoif, padang, computer science, informatics engineering, software engineering, network engineering; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer har...

Materias / palabras clave: programming, information systems, artificial intelligence, decision support systems, networks, multimedia; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer...

Materias / palabras clave: artificial intelligence and machine learning, big data processing and analysis, wireless networks and communication systems, robotics and mechatronics, industrial design, bioengineering; Science: Science (General): Cyber...