Nicholas J. Fraser

1. FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks
   2018/09/12 by Michaela Blott, Thomas B. Preußer, Blott, Michaela +9 · 7 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques
2. Scaling Binarized Neural Networks on Reconfigurable Logic
   2017/01/12 by Nicholas J. Fraser, Yaman Umuroglu, Fraser, Nicholas J. +11 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors
3. Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines
   2018/05/21 by Sean O. Settle, Settle, Sean O., Manasa Bollavaram +14 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)