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应用案例：双目作为3D相机，仿照人类双眼感知世界
卷积神经网络（Convolutional Neural Networks）
BP(back propagation)神经网络
SOM 自组织映射神经网络
独立同分布（iid，independently identically distribution）
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Mean Squared Error 均方误差
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苏木精和伊红（H＆E）染色载玻片的图像数据集 腺体是重要的组织学结构，其作为分泌蛋白质和碳水化合物的主要机制存在于大多数器官系统中。已经表明，由腺上皮引起的恶性肿瘤，...Image Search Classification
56.7M 1181
视觉识别物体时的fMRI图像 OpenfMRI项目为研究人员提供共享和使用MRI实验数据。OpenfMRI中的所有MRI数据都遵循BIDS元数据标准，并使用统一的命名规则。该数...Image Search Classification
1.96G 780
Term-Preterm EHG DataSet with Tocogram The Term-Preterm ElectroHysteroGram DataSet with Tocogram (TPEHGT DS) contains 26 four-signal 30-min uterine EHG records...Person,X-Ray Audio,Depth
39.8M 830
St Petersburg INCART 12-lead Arrhythmia Database This database consists of 75 annotated recordings extracted from 32 Holter records. Each record is 30 minutes long and c...Medical 2D Box
563.5M 916
Sudden Cardiac Death Holter Database An estimated 400,000 Americans, and millions more worldwide, die suddenly each year. These events are most often initiat...Medical 2D Polyline
1.1G 707
Sleep-EDF Database Files with extensions .rec and .hyp contain original recordings and their hypnograms, respectively, in European Data For...Medical 2D Box
314.6M 773
Smart Health for Assessing the Risk of Events via ECG Database The ECG Holter was performed after a one-month anti-hypertensive therapy wash-out. The patients, aged 55 and over (inclu...Medical 2D Box,Classification
1.74G 718
Sleep Heart Health Study PSG Database The Sleep Heart Health Study (SHHS) is a prospective cohort study designed to investigate the relationship between sleep...Medical 2D Box
93.6M 1508
Spontaneous Ventricular Tachyarrhythmia Database This database contains 135 pairs of RR interval time series, recorded by implanted cardioverter defibrillators (Medtroni...Medical 2D Box,Image Caption
2.6M 501
STAFF III Database The STAFF III database was acquired during 1995–96 at Charleston Area Medical Center (WV, USA) where single prolonged b...Medical 2D Box
3.16G 708
Samples of MR Images These magnetic resonance angiography (MRA) images show coronal slices acquired from consecutive anteroposterior position...Medical 2D Box
70.8M 528
Sleep Bioradiolocation Database The database contains 32 records of non-contact sleep monitoring by a bioradar. The records are accompanied by results o...Person 2D Box,Classification
1.5G 566
Heart Rate Oscillations during Meditation Database Heart rate time series for 5 different groups of healthy subjects can be found in text form in the subdirectories of thi...Medical 2D Box,Audio
8.8M 454
Effect of Deep Brain Stimulation on Parkinsonian Tremor Database The recordings of this database are of rest tremor velocity in the index finger of 16 subjects with Parkinson's disease...Medical 2D Box,Audio
3.5M 552
CTU-CHB Intrapartum Cardiotocography Database This database, from the Czech Technical University (CTU) in Prague and the University Hospital in Brno (UHB), contains 5...Medical 2D Box,Classification
38.3M 2687
CiPA ECG Validation Study Database ECG effects of ranolazine, verapamil, lopinavir+ritonavir, chloroquine, dofetilide, diltiazem, and dofetilide+diltiazem...Medical 2D Box,Audio
3G 527
CHB-MIT Scalp EEG Database This database, collected at the Children’s Hospital Boston, consists of EEG recordings from pediatric subjects with int...Medical 2D Box,Audio
42.6G 1752
CAST RR Interval Sub-Study Database TheCardiac Arrhythmia Suppression Trial (CAST) was a landmark NHLBI-sponsored study designed to test the hypothesis that...Medical Classification
616.6M 502
Non-Invasive Multimodal Foetal ECG-Doppler Dataset The development of algorithms for the extractionof the foetal ECG (fECG) from non-invasive recordingsis hampered by the...Medical 2D Box,Classification
792.9M 868
MIT-BIH Arrhythmia Database Since 1975, our laboratories at Boston's Beth Israel Hospital (now the Beth Israel Deaconess Medical Center) and at MIT...Medical Classification
73.5M 1078
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