Pedram, Ardavan

1. EIE: Efficient Inference Engine on Compressed Deep Neural Network
   2016/02/04 by Song Han, Xingyu Liu, Han, Song +11 · 31 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning and ELM
2. A Systematic Approach to Blocking Convolutional Neural Networks
   2016/06/14 by Xuan Yang, Jing Pu, Yang, Xuan +15 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications
3. Campfire: Compressible, Regularization-Free, Structured Sparse Training\n for Hardware Accelerators
   2020/01/09 by Noah Gamboa, Kais Kudrolli, Gamboa, Noah +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. DFModel: Design Space Optimization of Large-Scale Systems Exploiting Dataflow Mappings
   2024/12/21 by Sho Ko, Nathan Zhang, Ko, Sho +7 · 3 citations
   Computer Science · Decision Sciences · #Embedded Systems Design Techniques #Simulation Techniques and Applications #Distributed and Parallel Computing Systems
5. Griffin: Rethinking Sparse Optimization for Deep Learning Architectures
   2021/07/27 by Jong Hoon Shin, Ali Shafiee, Shin, Jong Hoon +9 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Ferroelectric and Negative Capacitance Devices