| Cnvlutin: Ineffectual-neuron-free deep neural network computing J Albericio, P Judd, T Hetherington, T Aamodt, NE Jerger, A Moshovos ACM SIGARCH Computer Architecture News 44 (3), 1-13, 2016 | 913 | 2016 |
| GPUWattch: Enabling energy optimizations in GPGPUs J Leng, T Hetherington, A ElTantawy, S Gilani, NS Kim, TM Aamodt, ... ACM SIGARCH computer architecture news 41 (3), 487-498, 2013 | 768 | 2013 |
| Stripes: Bit-serial deep neural network computing P Judd, J Albericio, T Hetherington, TM Aamodt, A Moshovos 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016 | 572 | 2016 |
| Characterizing and evaluating a key-value store application on heterogeneous CPU-GPU systems TH Hetherington, TG Rogers, L Hsu, M O'Connor, TM Aamodt 2012 IEEE International Symposium on Performance Analysis of Systems …, 2012 | 149 | 2012 |
| Reduced-precision strategies for bounded memory in deep neural nets P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ... arXiv preprint arXiv:1511.05236, 2015 | 135 | 2015 |
| Proteus: Exploiting numerical precision variability in deep neural networks P Judd, J Albericio, T Hetherington, TM Aamodt, NE Jerger, A Moshovos Proceedings of the 2016 International Conference on Supercomputing, 1-12, 2016 | 127 | 2016 |
| Memcachedgpu: Scaling-up scale-out key-value stores TH Hetherington, M O'Connor, TM Aamodt Proceedings of the Sixth ACM Symposium on Cloud Computing, 43-57, 2015 | 98 | 2015 |
| GPGPU-Sim 3. x manual TM Aamodt, WWL Fung, I Singh, A El-Shafiey, J Kwa, T Hetherington, ... 2012-08-08)[2013-08-08]. http:∥ gpgpu-sim. org/manual/index. php/GPGPU …, 2012 | 62 | 2012 |
| Exploiting Typical Values to Accelerate Deep Learning A Moshovos, J Albericio, P Judd, AD Lascorz, S Sharify, Z Poulos, ... Computer 51 (5), 18-30, 2018 | 43 | 2018 |
| Proteus: Exploiting precision variability in deep neural networks P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ... Parallel Computing 73, 40-51, 2018 | 24 | 2018 |
| Edge: Event-driven gpu execution TH Hetherington, M Lubeznov, D Shah, TM Aamodt 2019 28th International Conference on Parallel Architectures and Compilation …, 2019 | 11 | 2019 |
| Value-based deep-learning acceleration A Moshovos, J Albericio, P Judd, AD Lascorz, S Sharify, T Hetherington, ... IEEE Micro 38 (1), 41-55, 2018 | 7 | 2018 |
| Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning A Moshovos, J Albericio, P Judd, A Delmas, S Sharify, M Mahmoud, ... 2018 16th IEEE International New Circuits and Systems Conference (NEWCAS …, 2018 | 1 | 2018 |
| Software-hardware co-design for energy efficient datacenter computing TH Hetherington University of British Columbia, 2019 | | 2019 |
| MEMORY IN DEEP NEURAL NETS P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ... arXiv preprint arXiv:1511.05236, 2015 | | 2015 |
| An Investigation into Sustainable Lighting T Hetherington, B Marchuk, H Saputra | | 2009 |
| Hoefler, Torsten 369 Huang, Michael 110 TM Aamodt, R Afoakwa, G Agrawal, M Ahmad, J Ahn, JH Ahn, AM Aji, ... | | |
| Analysis of Reduced Precision Data Storage in Neural Networks P Judd, J Albericio, T Hetherington, T Aamodt, NE Jerger, R Urtasun, ... | | |
