2022 30th Signal Processing and Communications Applications Conference (SIU)最新文献_第3页

System Identification of the Target Tracking Behavior of Zebrafish During Rheotaxis 斑马鱼流变过程中目标跟踪行为的系统识别

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864905

Orhun Koc, Alp Demirel, E. Aydin, Fatmagul Ibisoglu, Sevval Izel Solmaz, Kaan Ari, Ayse Idman, Ismail Uyanik

{"title":"System Identification of the Target Tracking Behavior of Zebrafish During Rheotaxis","authors":"Orhun Koc, Alp Demirel, E. Aydin, Fatmagul Ibisoglu, Sevval Izel Solmaz, Kaan Ari, Ayse Idman, Ismail Uyanik","doi":"10.1109/SIU55565.2022.9864905","DOIUrl":"https://doi.org/10.1109/SIU55565.2022.9864905","url":null,"abstract":"Animals successfully perform many behavioral tasks within the framework of a closed-loop sensorimotor control system during their daily lives. To achieve this, animals receive sensory signals from their environment through various sensory receptors and process these signals in their central nervous systems (CNS). Then, using this sensory feedback, animals produce necessary motor signals and transmit them to their muscles to perform the desired behavior. During this process, animals integrate sensory information perceived by different sensory receptors and they simultaneously stimulate multiple muscle combinations. The goal of this study is to identify the closed-loop sensorimotor control processes of animals during their unconstrained behaviors. To achieve this, we built a novel experimental setup that allows data-driven system identification of the target tracking behavior of zebrafish during rheotaxis. In that, a stimulus target oscillating in the frequency range of 0-2 Hz was presented to the zebrafish. Then, frequency response of the target tracking performance for N=5 fish were estimated.","PeriodicalId":115446,"journal":{"name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124064673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Temporal and spatial analysis of indicators on segregation of Syrian refugees in Turkey with mobile phone data 基于手机数据的土耳其境内叙利亚难民隔离指标的时空分析

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864756

Bilgeçağ Aydoğdu, Betül Ahat, A. Salah, Tuba Bircan

引用次数: 0

Drizzle Attenuation Model for Visible and Infrared Wavelengths 可见和红外波长的细雨衰减模型

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864901

M. Elamassie, M. Uysal

引用次数: 1

Physical Layer Security For Indoor Multicolor Visible Light Communication 室内多色可见光通信的物理层安全

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864784

Besra Cetindere, Cenk Albayrak, K. Türk

引用次数: 0

Artificial Intelligence Based Under Water Acoustic Channel Equalizer Design 基于人工智能的水声通道均衡器设计

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864992

Fatma Ceren Yücel, Meryem Maras, Talat Kepezkaya, Elif Nur Ayvaz, A. Özen

引用次数: 0

UDP Usage in FPGA UDP在FPGA中的应用

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864882

Okan Özdemir

引用次数: 0

Butane Gas Detection in Hyperspectral LWIR Data 高光谱LWIR数据中的丁烷气体检测

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864828

Safak Ozturk, Yunus Emre Esin, O. Ozdil, Yunus Can Bilge

引用次数: 0

A Biologically Inspired Soft Robotic Antenna for Insect-like Robots 一种受生物学启发的软体机器人天线，用于类昆虫机器人

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864800

Onur Kaymak, Furkan Sen, Furkan Yüksel, Ismail Uyanik, S. K. Yildiz

引用次数: 1

The Effects of Autoencoders on the Robustness of Deep Learning Models 自编码器对深度学习模型鲁棒性的影响

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864975

Elif Değirmenci, Ilker Özçelik, A. Yazıcı

{"title":"The Effects of Autoencoders on the Robustness of Deep Learning Models","authors":"Elif Değirmenci, Ilker Özçelik, A. Yazıcı","doi":"10.1109/SIU55565.2022.9864975","DOIUrl":"https://doi.org/10.1109/SIU55565.2022.9864975","url":null,"abstract":"Adversarial attacks aim to deceive the target system. Recently, deep learning methods have become a target of adversarial attacks. Even small perturbations could lead to classification errors in deep learning models. In an intrusion detection system using deep learning method, adversarial attack can cause classification error and malicious traffic can be classified as benign. In this study, the effects of adversarial attacks on the accuracy of deep learning-based intrusion detection systems were examined. CICIDS2017 dataset was used to test the detection systems . At first, DDoS attacks weredetected using Autoencoder, MLP, AEMLP, DNN, AEDNN, CNN and AECNN methods. Then, the Fast Gradient Sign Method (FGSM) is used to perform adversarial attacks. Finally, the sensitivity of the methods against the adversarial attacks were examined. Our results showed that the classification performance of deep learning based detection methods decreased up to %17 after the adversarial attacks. The results obtained in this study form the basis for the validation and validation studies of learning-based intrusion detection systems.","PeriodicalId":115446,"journal":{"name":"2022 30th Signal Processing and Communications Applications Conference (SIU)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116946541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Online Censoring Based Acoustic Feedback Cancellation for Wearable Hearing Aids 基于在线审查的可穿戴助听器声反馈消除

2022 30th Signal Processing and Communications Applications Conference (SIU) Pub Date : 2022-05-15 DOI: 10.1109/SIU55565.2022.9864685

Yusuf Eren, Buket Çolak Güvenç, Engin Cemal Menguc

引用次数: 0