For effective and efficient deep neural network inference, it is desirab...
We present here Learned Step Size Quantization, a method for training de...
To realize the promise of ubiquitous embedded deep network inference, it...
We derive a relationship between network representation in energy-effici...
Recent results show that deep neural networks achieve excellent performa...
Deep networks are now able to achieve human-level performance on a broad...