2 papers
cs.LG2020
Exploring Alternatives to Softmax Function
Kunal Banerjee, Vishak Prasad C, Rishi Raj Gupta +3
Softmax function is widely used in artificial neural networks for multiclass classification, multilabel classification, attention mechanisms, etc. However, its efficacy is often qu…
cs.PF2020
An optimal scheduling architecture for accelerating batch algorithms on Neural Network processor architectures
Phani Kumar Nyshadham, Mohit Sinha, Biswajit Mishra +1
In neural network topologies, algorithms are running on batches of data tensors. The batches of data are typically scheduled onto the computing cores which execute in parallel. For…