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Graph Convolutional Networks for Improved Motor Imagery Recognition in Brain-computer Interfaces 1st

Graph Convolutional Networks for Improved Motor Imagery Reco...

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1st International Conference on Advanced Network Technologies and Computational Intelligence, ICANTCI 2024

作者： Raina, Vikas Maaliw Iii, Renato R. Arislanbekovna, Kurbaniyazova Malohat Keshta, Ismail Byeon, Haewon Kaushal, Chetna CSE SET Mody University of Science and Technology NH-52 Lakshmangarh Rajasthan Sikar India College of Engineering Southern Luzon State University Quezon Lucban Philippines Master of Urganch State University Urgench Uzbekistan Computer Science and Information Systems Department College of Applied Sciences AlMaarefa University Riyadh Saudi Arabia Department of Digital Anti-Aging Healthcare Inje University Gimhae Korea Republic of Institute of Engineering and Technology Chitkara University Chitkara University Punjab India

ISBN: (纸本)9783031860683

An important field of research in brain-computer interfaces is motor imagery recognition, which translates neural activity inputs from the brain into encoding outputs for intention control. The applications of deep learning algorithm have increased the precision of motor imagery recognition in recent years. Nevertheless, multi-channel electroencephalogram (EEG) inputs are typically treated as two-dimensional matrix signals in deep learning-based motor imagery analysis, which ignores spatial correlation information between distinct nodes. In order to overcome this problem, graph convolutional networks are used for node feature aggregation in motor imagery analysis, wherein spectral domain properties can be learned. Ultimately, fully connected layers are used to produce the categorization results. This approach learns temporal, frequency, and spectral domain information effectively, outperforming other methods with an accuracy of 80.9% and a kappa coefficient of 0.7 on Dataset 2a of BCI Competition IV. It offers a fresh viewpoint and method for BCI motor imagery recognition. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

关键词： Convolutional neural networks

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A basic processor for teaching digital circuits and systems design with FPGA

A basic processor for teaching digital circuits and systems ...

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8th Southern Programmable Logic Conference, SPL 2012

作者： Pereira, Maicon Carlos Viera, Paulo Viniccius Raabe, André Luis Alice Zeferino, Cesar Albenes Master Program on Applied Computer Science University of Vale Do Itajaí UNIVALI Itajaí Brazil

ISBN: (纸本)9781467301862

Design of digital circuits and systems are topics covered in undergraduate courses on computer science, computer Engineering, and Electrical Engineering. Simple processor architectures are used as example of digital systems to apply and integrate the concepts studied in these courses. In this paper, we discuss the use of a simple processor named BIP (Basic Instruction-set Processor) in courses on digital circuits and systems design. BIP is distinguished from similar processors because it was developed by applying a multidisciplinary approach in order to allow its use in introductory courses on computer programming and in several other courses in the computer science area. © 2012 IEEE.

关键词： Field programmable gate arrays (FPGA)

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Enhancing Word Knowledge Through Technology: A Linguistic Perspective 3

Enhancing Word Knowledge Through Technology: A Linguistic Pe...

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3rd International Conference on Advance Computing and Innovative Technologies in Engineering, ICACITE 2023

作者： Kaur, Manpreet Abrol, Monika Chandigarh School of Business Department of Master of Computer Application India Sanskriti University Department of Applied Science Uttar Pradesh Mathura India

ISBN: (纸本)9798350399264

The development of terminology is the greatest and also most significant job of 12 learners. Four fundamental linguistic ability, such as speech, attending, thinking, and written, play a vital part in developing language courses. To deliberately build vocab, humans must intentionally acquire both particular words and term procedures. © 2023 IEEE.

关键词： Linguistics

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Economic Order Quantity Method for a Virtual VM Distributed System 11

Economic Order Quantity Method for a Virtual VM Distributed ...

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11th International Conference on System Modeling and Advancement in Research Trends, SMART 2022

作者： Tajpal Abrol, Monika Chandigarh School of Business Department of Master of Computer Application Jhanjeri India Sanskriti University Department of Applied Science Uttar Pradesh Mathura India

ISBN: (纸本)9781665487320

Virtualized methods are gaining popularity nowadays. Cloud storage in some kind of a complex is also affected. The concept of this study is web grid connected capabilities and real environmental virtualized compute service. It emphasizes the congestion control mechanism as well. The suggested approach would use system dynamics to automatically migrate each computing infrastructure nodes and enhance its speed. © 2022 IEEE.

关键词： Grid computing

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IoT (Internet of Things) Going to Monitor System for Safe Agricultural Production Application 11

IoT (Internet of Things) Going to Monitor System for Safe Ag...

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11th International Conference on System Modeling and Advancement in Research Trends, SMART 2022

作者： Bhagat, Samriti Abrol, Monika Chandigarh School of Business Department of Master of Computer Application Jhanjeri India Sanskriti University Department of Applied Science Uttar Pradesh Mathura India

ISBN: (纸本)9781665487320

Real-time system management greatly benefits from the use of IoT (Internet of Things) solutions that are well-designed. Wireless sensors were taken into account by Internet of Things technology to control power usage. Smart sensors built on sensor units provide efficient power management system for the smart link. The communications system measures voltage consumption. It is beneficial to push a smart agriculture system above conventional ways by using IoT and other technologies. To obtain all the data about the use and efficacy of IoT, a survey with three main items was administered to 65 participants in this study. The study has provided the debate and analysis as well as the answer to the survey questions. Findings and research showed that the cost of the Basic Network infrastructure for agricultural areas is affordable;but the cost is greatly increased by the incorporation of specific features in the sensing devices. Additionally, the internet connectivity in farms and communities is subpar, which hinders the exchange of information among farmers and agricultural specialists. © 2022 IEEE.

关键词： Internet of things

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Agrobot is Used for Robotic Soil Regulate Chemical Seeding 11

Agrobot is Used for Robotic Soil Regulate Chemical Seeding

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11th International Conference on System Modeling and Advancement in Research Trends, SMART 2022

作者： Bedi, Bharti Sharma, Umesh Chandigarh School of Business Department of Master of Computer Application Jhanjeri India Sanskriti University Department of Applied Science Uttar Pradesh Mathura India

ISBN: (纸本)9781665487320

Farm bots include Agrobot. It aims to lower labourers simultaneously boosting precision and effectiveness. Therefore in research, we offer developed a framework for building things a programmable quadcopter for spreading crops in agro. The fertigation machinery is applied to mechanically encourage the growth, and also the soil sensing serves to measure the liquid limit. A expansion demands increasing agriculture, so calls for improved livestock farming including efficient planting & fertiliser application. A strategy that reduces the hunter's job but while cutting down on time needed excavating, spreading plants, and wasting water is what is meant by the descriptive method. Due to its role in rainwater harvesting, the humidity status gauge is crucial. An Pic microcontroller processor receives data from a soil detect the amount of moisture present in the ground. The designed robots system is completely controlled, decreasing the agricultural production' burden. © 2022 IEEE.

关键词： Soil moisture

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A Review Mostly on Identification of Early Tamil Extracts Actors Through Historical Writing 11

A Review Mostly on Identification of Early Tamil Extracts Ac...

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11th International Conference on System Modeling and Advancement in Research Trends, SMART 2022

作者： Shukla, Anand Solanki, Vipin Chandigarh School of Business Department of Master of Computer Application Jhanjeri India Sanskriti University Department of Applied Science Uttar Pradesh Mathura India

ISBN: (纸本)9781665487320

Any technique that uses Extracts inscriptions and historical writing to identify characters translates into the modern Tamil text encoding. One of most difficult parts is identifying the oldest Tamil symbols. It is more hard to identify the symbols if the lettering are now on the surfaces. In texts written in English or other tongues, text detection has almost perfected itself. Owing to their existence from the third millennium B.c.e. to the fourth century CE, ancient sanskrit symbols in medieval manuscripts are exceedingly hard to ascertain. First, the vowels resemble phonetic vowel symbols;next, the publisher doesn't quite accurately transcribe the Extracts no.19;and third, the font are transcribed using various genres and stroked. As a result, the average accuracy in Written in sanskrit letters is not high. If this continues, the next population won't be able to identify the vital information our ancestors provided. Only one small number of individuals are recognized to have historic characteristics. In these seismic surveys, we evaluate several 'll look using tables. © 2022 IEEE.

关键词： Optical character recognition

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GPRS and SMS base Blockchain Connection Fault site Locator 5

GPRS and SMS base Blockchain Connection Fault site Locator

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5th International Conference on Contemporary Computing and Informatics, IC3I 2022

作者： Ruchi Abrol, Monika Chandigarh School of Business Department of Master of Computer Application Jhanjeri India Sanskriti University Department of Applied Science Uttar Pradesh Mathura India

ISBN: (纸本)9798350398267

Power cables that are frequently employed to electrostatic forces are typically buried under the soil in urban areas to minimize excessive or hazardous blockage. As a consequence, pinpointing the precise location of any abnormalities that appear becomes quite difficult. Mining, natural catastrophes, construction, and other circumstances may occasionally cause a fault to happen. The line's ambiguous placement makes the restoration method complicated. This created methodology aims to pinpoint underground network faults. But use an embedded system and other hardware, Microfarads law is now being utilized to accurately locate a central server across a km-long distance. The wire that detects the current flowing through the circuit and is linked to the Arduino ide of just this technology is symbolized by a set of resistors. The issue is established by that of the toggle set, and the Tft is linked to the mcu that gives details. If a mistake appears, Gprs Detects and displays the specific location of the problem area upon that Tft. It notifies the recorded contact information of the position of the connection through Sim sms. © 2022 IEEE.

关键词： Blockchain

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EEG Analysis of Human Perception based on Video-Audio Stimuli 1

EEG Analysis of Human Perception based on Video-Audio Stimul...

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1st International Conference on Smart Technologies Communication and Robotics, STCR 2021

作者： Manochitra, S. Partheepan, Ravinthiran Kalasalingam Institute of Technology Faculty of Computer Science and Engineering Tamilnadu Virudhunagar India Vytautas Magnus University Faculty of Informatics Master Programme - Applied Informatics Kaunas Lithuania

ISBN: (纸本)9781665418065

Emotions plays a potential role in human computer interaction which are having an obligatory models of cognitive measures. The emotions are dominated by the human physiological communication channels. Those emotions could affect several human activities like learning, decision making, communication, perception, cognitive and so on. Also, some of the emotions are quite difficult to measure and interpret and having difficulty in incorporating them into a technology and design. On the other hand, state of the technologies has enabled us to capture the emotions and integrate them for the use of human computer interaction contexts. This paper delivers an attempt to model the emotions using electroencephalography (EEG). The video stimuli for the two representatives are based on a few negative, positive and neutral contents were shown to volunteers and EEG data was obtained. Further, EEG analysis were experimented and collected about their emotional states with subject's self reports. This study determines that the human emotions could be modelled for affect assessment module or for the usage in human computer interaction and affect based intelligent interactions. © 2021 IEEE.

关键词： Human computer interaction

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The Effectiveness of Vocabulary Acquisition for First-year University Students by using *** 7

The Effectiveness of Vocabulary Acquisition for First-year U...

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7th International Conference on Sustainable Information Engineering and Technology, SIET 2022

作者： Wiharja, Chandra Kurniawan Cahyadi, Johan Digital Language Learning Center Computer Science Department Faculty of Humanities Bina Nusantara University Jakarta Indonesia Master of Applied Linguistics Atma Jaya Catholic University Jakarta Indonesia

ISBN: (纸本)9781450397117

This study aims to identify whether using *** as computer Assisted Language Learning (CALL) is proven to be effective in terms of vocabulary acquisition and to what extent the increment of their vocabulary acquisition in a classroom setting. The study employed seventy-eight first year undergraduate students in three different majors as participants during six-weeks period. Research data were collected by distributing questionnaires and comparing pre-Test with post-Test and delayed-post-Test. Results showed that utilizing *** was effective in vocabulary acquisition for first-year undergraduate students. In addition, in average, it improved their vocabulary acquisition rate positively. © 2022 ACM.

关键词： Students

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