Enhancement of Cognitive Benefits and Anti-Anxiety Effects of <i>Phytolacca americana</i> Fruits in a Zebrafish (<i>Danio rerio</i>) Model of Scopolamine-Induced Memory Impairment by Lucia-Florina Popovici, Ion Brinza, Florentina Gatea, Georgiana Ileana Badea, Emanuel Vamanu, Simona Oancea, Lucian Hritcu

“…Anxiety-like behavior and memory performance were assessed through specific behavioral assays, including the novel tank test (NTT), light/dark test (LD), novel approach test (NAT), Y-maze, and novel object recognition (NOR). Subsequently, the activity of acetylcholinesterase (AChE) and the extent of oxidative stress in the zebrafish brain were investigated. …”
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Real-Time Plant Health Detection Using Deep Convolutional Neural Networks by Mahnoor Khalid, Muhammad Shahzad Sarfraz, Uzair Iqbal, Muhammad Umar Aftab, Gniewko Niedbała, Hafiz Tayyab Rauf

“…Today, it is adopted in many different applications, such as object recognition, object classification, and medical purposes. …”
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Impact of Cyclosporine A on Cognitive Functions and Neuronal Oxidative Stress, Apoptosis and Inflammatory Markers in Rats by Awyed Batah Almutairi, Abdulaziz Arif A. Alshammari, Arshad Husain Rahmani, Ali Yousif Babiker, Long Chiau Ming, Maha A. Aldubayan, Ahmad H. Alhowail, Vasudevan Mani

“…Behavioural assessments included the elevated plus maze (EPM) and novel object recognition (NOR) tests used to evaluate memory capabilities and recognition memory respectively, and the Y-maze assessed the exploration of a new environment and navigational skills. …”
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Behavioral representations within the endogenous dual attentional pathways during audiovisual integration processing by Zhongtian Guan, Mingli Yan, Miao He, Yubo Liu, Zhixi Zhang, Chunlin Li

“…The dorsal pathway is mainly associated with spatial processing and executive control, while the ventral pathway is involved in object recognition and semantic processing. In correlation analyses, proportions of correct responses (PC) showed a wider range of results. …”
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A Semi-Supervised Attention Model for Identifying Authentic Sneakers by Yang Yang, Nengjun Zhu, Yifeng Wu, Jian Cao, Dechuan Zhan, Hui Xiong

“…The advancement of deep learning techniques for fine-grained object recognition creates new possibilities for genuine product identification. …”
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Neuroprotective Potential of <i>Origanum majorana</i> L. Essential Oil Against Scopolamine-Induced Memory Deficits and Oxidative Stress in a Zebrafish Model by Ion Brinza, Razvan Stefan Boiangiu, Iasmina Honceriu, Ahmed M. Abd-Alkhalek, Samir M. Osman, Omayma A. Eldahshan, Elena Todirascu-Ciornea, Gabriela Dumitru, Lucian Hritcu

“…The fish behavior was analyzed in a novel tank-diving test (NTT), a Y-maze test, and a novel object recognition (NOR) test. We also investigated acetylcholinesterase (AChE) activity and the brain’s oxidative stress status. …”
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A Novel and Automated Approach to Detect Sea- and Land-Based Aquaculture Facilities by Maxim Veroli, Marco Martinoli, Arianna Martini, Riccardo Napolitano, Domitilla Pulcini, Nicolò Tonachella, Fabrizio Capoccioni

“…An overall accuracy of approximately 85% of correct object recognition of the target class was achieved. Model accuracy was tested with a dataset that includes images from Tuscany (Italy), where all these farm typologies are represented. …”
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Pleiotrophin deletion prevents high-fat diet-induced cognitive impairment, glial responses, and alterations of the perineuronal nets in the hippocampus by Héctor Cañeque-Rufo, Teresa Fontán-Baselga, Milagros Galán-Llario, Agata Zuccaro, María Gracia Sánchez-Alonso, Esther Gramage, María del Pilar Ramos-Álvarez, Gonzalo Herradón

“…Our findings demonstrate that feeding wild-type (Ptn+/+) mice with HFD for 6 months results in short- and long-term memory loss in the novel object recognition task. Surprisingly, we did not observe any sign of cognitive impairment in Ptn−/− mice fed with HFD. …”
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Neuroprotective Efficacy of <i>Astragalus mongholicus</i> in Ischemic Stroke: Antioxidant and Anti-Inflammatory Mechanisms by Yongjae Hong, Geon Ko, Yeong-Jae Jeon, Hyeon-Man Baek, Juni Lee, Donghun Lee, Jieun Park, Jaehong Kim, Keun-A Chang

“…Motor and cognitive functions were assessed using cylinder, rotarod, and novel object recognition (NOR) tests. AM treatment significantly reduced ischemic damage and improved neurological outcomes in both acute and chronic stages of PTB and tMCAO models. …”
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Growth of the prefrontal cortical glioblastoma altered cognitive and emotional behaviors via mediating miRNAs and GABA-A receptor signaling pathways in rats by Sepide Nateghi, Ameneh Rezayof, Fatemeh Kouhkan, Ladan Delphi, Yavar Bagheri Davisaraei, Fatemeh Rostami, Fatemeh Tirgar, Houri Sepehri

“…Behavioral alterations induced by GBM, including anxiety-like responses, exploratory behaviors, locomotor activity, and memory formation, were assessed using anxiety-like behavior task, the hole-board test, and the novel object recognition test. Muscimol treatment dose-dependently affected these behaviors in the animals with the mPFC-GBM, bringing their performance with that of the sham group at the dose of 1 µg/rat/2.5 μl. …”
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Identifikasi Tanaman Obat Indonesia Melalui Citra Daun Menggunakan Metode Convolutional Neural Network (CNN) by Budi Setiyono, Muhammad Riv’an Arif, Qonita Qurratu Aini, Theophil Henry Soegianto, Jasti Ohanna, Ricky Andrean Fernanda Gunawan, Ayu Putri Rizkia

“…The Convolutional Neural Network (CNN) method is used in identifying these herbal plants because this method is quite reliable for object recognition. The author uses leaf image data as a data set obtained from Mendeley Data. …”
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Shaoyao Gancao decoction alleviates paclitaxel-induced cognitive impairment by activating PTEN/PI3K/AKT pathway to inhibit NETs formation by Xu Ying, Su Yue, Hu Yuwen, Li Xiang, Zhou Ziyan, Yuan Ningning, Ji Xiaowei, Jiang Ruoyu, Wang Wenzhu, Zhang Yafeng, Zhai Guojie, Cheng Xiaolan

“…Secondly, PICI mice model was established, and the neuroprotective effects of SGD on PICI mice were eveluated by using new object recognition, Morris water maze test and TUNEL staining. …”
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Bone marrow mesenchymal stem cells derived cytokines associated with AKT/IAPs signaling ameliorate Alzheimer’s disease development by Yalan Lu, Yanfeng Xu, Li Zhou, Siyuan Wang, Yunlin Han, Kewei Wang, Chuan Qin

“…The behavioral tests, including open-field test, novel object recognition test, and Morris water maze were performed, followed by β-amyloidosis plaque and neuron apoptosis analyses. …”
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