The cognitive critical brain: Modulation of criticality in perception-related cortical regions by Xingyu Liu, Xiaotian Fei, Jia Liu

“…A more fine-grained analysis of the ventral temporal cortex during an object recognition task further revealed that only regions selectively responsive to a specific object category were tuned closer to criticality when processing that object category. …”
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A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic by Sotir Sotirov, Evdokia Sotirova, Vassia Atanassova, Krassimir Atanassov, Oscar Castillo, Patricia Melin, Todor Petkov, Stanimir Surchev

“…They are a tool that can be used for object recognition and identification. Usually the inputs of the MNN can be fed with independent data. …”
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Investigating feature extraction by SIFT methods for prostate cancer early detection by Shadan Mohammed Jihad, Ali A. Alsaud, Firas H. Almukhtar, Shahab Kareem, Raghad Zuhair Yousif

“…The robust SIFT relates to tasks of object recognition within computer vision, in the recognition of prostatic regions where grey-level distributions differ remarkably between benign and malignant tissues. …”
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Vision-Based Pick and Place Control System for Industrial Robots Using an Eye-in-Hand Camera by van-Truong Nguyen, Phu-Tuan Nguyen, Shun-Feng Su, Phan Xuan Tan, Thanh-Lam Bui

“…We propose a novel approach that combines the YOLOv7 (You Only Look Once V7) deep learning network with GAN (Generative Adversarial Networks) to achieve fast and accurate object recognition. This system uses deep learning to process camera data to extract object positions for the robot in real-time. …”
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Clove oil as a neuromodulator in environmental cadmium cognitive impairment on the prefrontal cortex of Wistar rats by Obinna O. Uchewa, Chinedu B. Egwuagu, Ogugua A. EGWU, Augustine O. Ibegbu

“…Sociability Chamber Tests (SCT) and Novel Object Recognition Tests (NORT) were used to test recognition memory as social behavior in rodents. …”
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Molecular Hydrogen Modulates T Cell Differentiation and Enhances Neuro-Regeneration in a Vascular Dementia Mouse Model by Dain Lee, Hyunjun Jo, Jong-Il Choi

“…Behavioral assessments using open field and novel object recognition tests revealed that VaD mice exhibited anxiety-deficient behavior and memory impairment, both of which were reversed by H₂ treatment. …”
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Alterations in hippocampal somatostatin interneurons, GABAergic metabolism, and ASL perfusion in an aged male mouse model of POCD aggravated by sleep fragmentation by Yun Li, Jiafeng Yu, Ningzhi Yang, Siwen Long, Yize Li, Lina Zhao, Yonghao Yu

“…The Morris water maze (MWM), novel object recognition (NOR), and Y maze tests were utilized to evaluate POCD. …”
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All-or-none activity as a correlate of object awareness in monkey visual cortex by Anne‑Claire Collet, Roger Koenig‑Robert, Denis Fize, Rufin VanRullen

“…However, this has been hard to prove, mainly due to the difficulty in dissociating low-level feature extraction from the actual object recognition activity. Here we used an innovative technique called Semantic Wavelet-Induced Frequency-Tagging (SWIFT), where cyclic wavelet-scrambling allowed us to isolate neural correlates of the semantic extraction from low-level features processing of the image. …”
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Deep learning-based object detection algorithms in medical imaging: Systematic review by Carina Albuquerque, Roberto Henriques, Mauro Castelli

“…This paper provides an overview of DL-based object recognition in medical images, exploring recent methods and emphasizing different imaging techniques and anatomical applications. …”
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Probiotics administration alleviates cognitive impairment and circadian rhythm disturbance induced by sleep deprivation by Peijun Tian, Yunfei Hou, Zheng Wang, Jiaona Jiang, Xin Qian, Zhihao Qu, Jianxin Zhao, Gang Wang, Wei Chen

“…It also alleviated SD-induced cognitive behavioural abnormalities (in the novel object recognition test), but did not show beneficial effects on mood- and spatial memory-related behaviours. …”
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Loss of neuronal βPix isoforms impairs neuronal morphology in the hippocampus and causes behavioral defects by Younghee Kwon, Seung Joon Lee, Yoon Kyung Shin, June-Seek Choi, Dongeun Park, Jung Eun Shin

“…In behavioral studies, βPix-NIKO mice exhibited robust deficits in novel object recognition and decreased anxiety levels. Our findings suggest that neuronal morphogenetic signaling by the neuronal βPix isoforms contributes to normal behaviors.…”
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Petroselinum crispum extract ameliorates scopolamine-induced cognitive dysfunction: role on apoptosis, inflammation and oxidative stress by Göksel Şener, Gözde Karakadıoglu, Dilek Ozbeyli, Seren Ede, Refiye Yanardag, Ozlem Sacan, Asli Aykac

“…On day 14, the novel object recognition test (NORT) and Morris water maze test (MWMT) were performed and then the rats were sacrificed. …”
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Parvalbumin interneurons in the anterior cingulate cortex exhibit distinct processing patterns for fear and memory in rats by Muhammad Jahangir, S. Mudasser Shah, Jian-Song Zhou, Bing Lang, Xiao-Ping Wang

“…Behavioral tests showed significantly improved spatial memory (p = 0.01) in ACC-PV-KD rats compared to control and sham groups, whereas novel object recognition memory was reduced significantly (p = 0.001). …”
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Cognitive enhancing effect of an extract of Swertia chirata against memory impairment induced by aluminum chloride by Reena Deshmukh, Manisha Jaiswal, Anshita Shukla, Umesh Patil, Mukesh Sharma

“…Materials and Method: AlCl3 (100 mg/kg, p.o.) was used to induce amnesia, piracetam (500 mg/kg, p.o.) was employed as a standard, and an ethanolic extract of Swertia chirata (50, 100, 200, 400 mg/kg) was utilized to assess nootropic activity. The Novel Object Recognition test and the elevated plus maze in AlCl3-induced amnesia models were used to evaluate the effects of medications on learning and memory in rats. …”
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Cortistatin-14 Exerts Neuroprotective Effect Against Microglial Activation, Blood-brain Barrier Disruption, and Cognitive Impairment in Sepsis-associated Encephalopathy by Qiang Wen, Qian Ding, Jinchao Wang, Yanhua Yin, Shangchen Xu, Yuanrong Ju, Hongsheng Ji, Bin Liu

“…A septic mice model was established using the cecal ligation and puncture (CLP) method. The novel object recognition test (NORT), open field test (OFT), elevated plus maze test (EPMT), and tail suspension test (TST) were used to explore the behavioral performance of the mice. …”
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Artificial Visual System for Stereo-Orientation Recognition Based on Hubel-Wiesel Model by Bin Li, Yuki Todo, Zheng Tang

“…In addition, the AVS contributes to enhancing deep models’ performance, robustness, and stability in 3D object recognition tasks. Notably, AVS enhanced the TransNeXt model in improving its overall performance from 73.1% to 97.2% on the 3D-MNIST dataset and from 56.1% to 86.4% on the 3D-Fashion-MNIST dataset. …”
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The emerging role of glycine receptor α2 subunit defects in neurodevelopmental disorders by Sean D. Fraser, Sean D. Fraser, Robert J. Harvey, Robert J. Harvey

“…As a result, microcephaly is observed in newborn Glra2 knockout mice, as well as defects in neuronal morphology, increased susceptibility to seizures, and defects in novel object recognition, motor memory consolidation, righting reflexes, novelty-induced locomotion in the open field test, and motivational reward tasks. …”
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Antiamnesic and Neurotrophic Effects of Parkia biglobosa (Jacq.) R. Br (Fabaceae) Aqueous Extract on In Vivo and In Vitro Models of Excitotoxicity by Antoine Kavaye Kandeda, Liliane Yimta Foutse, Corneille Tongoue, Jean Philippe Djientcheu, Théophile Dimo

“…The animals were then subjected to short-term memory (new object recognition and T-maze) and long-term memory (radial arm maze) tests for 15 following days. …”
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Curcumin reverses cognitive deficits through promoting neurogenesis and synapse plasticity via the upregulation of PSD95 and BDNF in mice by Gaifen Li, Qiong Wu, Chao Wang, Pin Deng, Jiaxin Li, Zhiguang Zhai, Yubo Li

“…Morris water maze and novel object recognition were used to detect the cognitive function of each mouse. …”
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EgoSep: Egocentric On-Screen Sound Source Separation for Real-Time Edge Computing by Donghyeok Jo, Jun-Hwa Kim, Jihoon Jeon, Chee Sun Won

“…The ability to identify specific sounds in noisy environments can be improved by incorporating visual information through audio-visual integration, leveraging visual cues such as lip reading and sound-producing object recognition. Recent advancements in deep learning have enabled effective audio-visual sound source separation methods. …”
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