...] Wang , Y. , Gu , M. , Ma , J. , and Jin , Q. , 2019 , “ DNN-DP: Differential Privacy Enabled Deep Neural Network Learning Framework for Sensitive Crowdsourcing Data ,” IEEE Trans. Comput. Social Syst. , 7 ( 1 ), pp. 215 – 224 . 10.1109/TCSS.2019.2950017 [27] Kang , Y...

...Anar Nurizada; Anurag Purwar This paper focuses on the representation and synthesis of coupler curves of planar mechanisms using a deep neural network. While the path synthesis of planar mechanisms is not a new problem, the effective representation of coupler curves in the context of neural...

...Anurag Purwar; Nilanjan Chakraborty In this paper, we discuss the convergence of recent advances in deep neural networks (DNNs) with the design of robotic mechanisms, which entails the conceptualization of the design problem as a learning problem from the space of design specifications...

... manuscript received October 11, 2017; published online November 13, 2017. Assoc. Editor: Charlie C. L. Wang. 28 01 2016 11 10 2017 Neural networks Estimates suggest that ten million people on the earth at any one point in time suffer from the effects of a missing limb or body...

... neural networks (ANNs) were used to predict assembly time and market value from assembly models. These models were converted into bipartite graphs from which 29 graph complexity metrics were extracted to train 18,900 ANN prediction models. The size of the training set, order of the bipartite graph...

.... The progression of the “monitoring index” is predicted using the CI techniques, namely, recursive neural network (RNN), adaptive neurofuzzy inference system (ANFIS), and support vector regression (SVR). The proposed procedures have been evaluated through benchmark data sets for one-step-ahead prediction...

... parameters for minimum springback. Currently, a vast majority of such applications in practice are guided by trial and error and user experience. In this paper, we present two useful designer aids; an evolutionary algorithm and a neural network integrated evolutionary algorithm. We have taken a simple...