Ren, Ao

1. ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers
   2018/12/31 by Ren, Ao, Zhang, Tianyun, Ye, Shaokai +5 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
2. SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing
   2016/11/18 by Ao Ren, Ji Li, Ren, Ao +13 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #Error Correcting Code Techniques #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
3. Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP Problems
   2018/02/02 by Ao Ren, Ren, Ao, Sijia Liu +9 · 1 citation
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning and ELM #Neuroscience and Neural Engineering