Resources

Learning low-precision neural networks without Straight-Through Estimator(STE)

Charlotte Christopherson
- 132 downloads
- May 8, 2019
Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs

Charlotte Christopherson
- 91 downloads
- May 8, 2019
Measuring scheduling efficiency of RNNs for NLP applications

Charlotte Christopherson
- 77 downloads
- May 8, 2019
FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning

Charlotte Christopherson
- 78 downloads
- May 7, 2019
Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications

Charlotte Christopherson
- 70 downloads
- May 7, 2019
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision

Charlotte Christopherson
- 66 downloads
- May 7, 2019
Mobile Machine Learning Hardware at Arm: A Systems-on-Chip (SoC) Perspective

Charlotte Christopherson
- 81 downloads
- May 7, 2019
Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning

Charlotte Christopherson
- 78 downloads
- May 7, 2019
SCALE-Sim: Systolic CNN Accelerator Simulator

Charlotte Christopherson
- 75 downloads
- May 7, 2019
Efficient and Robust Machine Learning for Real-World Systems

Charlotte Christopherson
- 74 downloads
- May 7, 2019