emg1

代码说明：

说明：  。采用了一种测试方法，当被识别的标签次数达到激活次数的阈值时，由人工神经网络分类器识别手势。在实验中，我们收集了12名受试者的真实表面肌电数据，并使用每名受试者的一组5个手势来评价我们的模型，平均识别率为98.7%，平均响应时间为227.76ms，仅为手势时间的三分之一。因此，模式识别系统可以在手势完成之前识别出手势(Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network)

文件列表：

emg1\app\CompareTSNE.m, 591 , 2018-04-28
emg1\app\DisplayResults.m, 852 , 2018-04-28
emg1\app\GetMeanTimes.m, 2899 , 2018-04-28
emg1\app\TSNEmultipleFunctions.m, 1517 , 2018-04-28
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\AllRecognizedGestureCells.mat, 9924 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\classifierOpts.mat, 479 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\classO.mat, 611 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\classT.mat, 370 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\evaluationOpts.mat, 271 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\muscleActivityOpts.mat, 270 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\NSAMPLES.mat, 178 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\08-Oct-2018-204609\sample_75\users.mat, 359 , 2018-10-08
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\AllRecognizedGestureCells.mat, 4092 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\classO.mat, 279 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-203622\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\AllRecognizedGestureCells.mat, 9061 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\classO.mat, 880 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-205028\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\AllRecognizedGestureCells.mat, 10053 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\classO.mat, 868 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-210837\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\AllRecognizedGestureCells.mat, 9510 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\classO.mat, 859 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-212209\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\AllRecognizedGestureCells.mat, 10741 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\classO.mat, 850 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-215005\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\AllRecognizedGestureCells.mat, 9855 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\classO.mat, 931 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-221803\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\AllRecognizedGestureCells.mat, 10623 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\classO.mat, 800 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-223206\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\AllRecognizedGestureCells.mat, 9897 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\classO.mat, 876 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-224627\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\AllRecognizedGestureCells.mat, 10376 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\classifierOpts.mat, 478 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\classO.mat, 856 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\classT.mat, 370 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\evaluationOpts.mat, 271 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\muscleActivityOpts.mat, 270 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\NSAMPLES.mat, 178 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\19-Nov-2018-230203\sample_75\users.mat, 359 , 2018-11-19
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\AllRecognizedGestureCells.mat, 10390 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\classifierOpts.mat, 478 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\classO.mat, 859 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\classT.mat, 370 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\evaluationOpts.mat, 271 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\muscleActivityOpts.mat, 270 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\NSAMPLES.mat, 178 , 2018-11-22
emg1\data\results\newModel\adaptedToUser\22-Nov-2018-103904\sample_75\users.mat, 359 , 2018-11-22
emg1\data\testing\men\alejandroFlores\testing\userData.mat, 1348415 , 2018-04-28
emg1\data\testing\men\alejandroFlores\training\userData.mat, 122513 , 2018-04-28
emg1\data\testing\men\andresGuerra\testing\userData.mat, 1501899 , 2018-04-28
emg1\data\testing\men\andresGuerra\training\userData.mat, 126901 , 2018-04-28
emg1\data\testing\men\andresJaramillo\testing\userData.mat, 1508468 , 2018-04-28
emg1\data\testing\men\andresJaramillo\training\userData.mat, 137770 , 2018-04-28
emg1\data\testing\men\cristhianMotoche\testing\userData.mat, 1505166 , 2018-04-28
emg1\data\testing\men\cristhianMotoche\training\userData.mat, 133859 , 2018-04-28