Tayler Hetherington
University of British Columbia(CA)
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, Cloud Computing and Resource Management, Adversarial Robustness in Machine Learning, Advanced Memory and Neural Computing
Most-Cited Works
- → Cnvlutin(2016)637 cited
- → GPUWattch(2013)496 cited
- → Stripes: Bit-serial deep neural network computing(2016)323 cited
- → Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing(2016)222 cited
- → Characterizing and evaluating a key-value store application on heterogeneous CPU-GPU systems(2012)98 cited
- → Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets(2015)84 cited
- → Proteus(2016)81 cited
- → MemcachedGPU(2015)55 cited
- → Proteus: Exploiting precision variability in deep neural networks(2017)23 cited