Data sets for deep learning analysis of natural and pharmacologically-modulated animal behavior.
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Replication Data for object detection: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Apr 30, 2024
Koshimizu, Taka-aki, 2023, "Replication Data for object detection: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction", https://doi.org/10.7910/DVN/VNCTMR, Harvard Dataverse, V2
Data is to train object detection model. A mouse with or without inner ear injury was detected by deep learning model as an object. This data contains (1) yml file to establish conda enviroment, (2) images and xml files to train the model, (3) training material to establish classification model to evaluate detection box placement, (4) detection res...
00_environment_tf22.yml
Apr 30, 2024 - Replication Data for object detection: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
application/x-yaml - 7.8 KB - MD5: aa6e71a7de3451e1b1949e7bbdf4b0fd
Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Apr 29, 2024
Koshimizu, Taka-aki, 2024, "Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction", https://doi.org/10.7910/DVN/RVV1EM, Harvard Dataverse, V1, UNF:6:DdVtY/cWYfEr2o0RNb+k6Q== [fileUNF]
Mouse movements were analyzed by original R codes. Data and codes to reproduce Figures were provided. These codes correspond to Figure 6, 7, and 8 of revised manuscript submitted to Heliyon and Figure 5, 6, and 7 of bioRxiv draft manuscript.
Fig6_data.tab
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Tabular Data - 18.7 MB - 7 Variables, 224400 Observations - UNF:6:8PYM31pswqaQ4NMhqbDuDA==
Fig6_R_20240428_plot.txt
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Plain Text - 1.4 KB - MD5: 370d417571b2bd04ee16ea352ae452e3
Fig7_data.tab
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Tabular Data - 17.5 MB - 7 Variables, 224400 Observations - UNF:6:88sckKcvKwIgFzXh2Kv3ww==
Fig7_R_20240429_ang_plot.txt
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Plain Text - 1.7 KB - MD5: a9c0b85047a5eca5b544cec22be5f7da
Fig8_R_20240429_crosss0.5.txt
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Plain Text - 4.0 KB - MD5: e4163badd469018993602560f1d0c496
Sham1.MODimg_motherxy.tab
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Tabular Data - 253.0 KB - 3 Variables, 4522 Observations - UNF:6:dOjdmxrW0DEn5Rx/Jijvww==
Sham1.MODimg_renamebx.tab
Apr 29, 2024 - Replication Data and code for Figure 6, 7, and 8: The convolutional neural network model detected lasting behavioral changes in mice with kanamycin-induced unilateral inner ear dysfunction
Tabular Data - 83.9 KB - 1 Variables, 4522 Observations - UNF:6:VB30Q2s5uBTKb7lB+9j0Rg==
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