David Gregg
- Parallel Multi Channel Convolution using General Matrix Multiplication
2017/04/06 by Aravind Vasudevan, Andrew Anderson, Vasudevan, Aravind +3 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Performance (cs.PF) #Sparse and Compressive Sensing Techniques
- Winograd Convolution for Deep Neural Networks: Efficient Point Selection
2022/01/25 by Syed Asad Alam, Alam, Syed Asad, A. W. Anderson +5 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Vision and Imaging #C.3.2 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #G.0 #Model Reduction and Neural Networks #Numerical Methods and Algorithms
- The Takeoff Towards Optimal Sorting Networks
2015/02/16 by Martin Marinov, David Gregg, Marinov, Martin +1 · 1 voice
Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Mining Algorithms and Applications #cs.DS
- Error Analysis and Improving the Accuracy of Winograd Convolution for\n Deep Neural Networks
2018/03/29 by Barbara Barabasz, Barabasz, Barbara, A. W. Anderson +5 · 1 citation
Computer Science · Physics and Astronomy · #Numerical Methods and Algorithms #Model Reduction and Neural Networks #Neural Networks and Applications
- Dynamic Resource Partitioning for Multi-Tenant Systolic Array Based DNN Accelerator
2023/02/21 by Midia Reshadi, Reshadi, Midia, David Gregg +1 · 1 citation
Computer Science · #Advanced Neural Network Applications #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques