Toward artificial intelligence and machine learning-enabled frameworks for improved predictions of lifecycle environmental impacts of functional materials and devices
The application of functional materials and devices (FM&Ds) underpins numerous products
and services, facilitating improved quality of life, but also constitutes a huge environmental …
and services, facilitating improved quality of life, but also constitutes a huge environmental …
An expert system for redesigning software for cloud applications
Cloud-based software has many advantages. When services are divided into many
independent components, they are easier to update. Also, during peak demand, it is easier …
independent components, they are easier to update. Also, during peak demand, it is easier …
Analyzing the performance of novel activation functions on deep learning architectures
A Chaturvedi, N Apoorva, MS Awasthi, S Jyoti… - Emerging Research in …, 2022 - Springer
Deep learning is a cutting-edge technology that functions similarly to the human nervous
system. Neural networks are at the heart of Deep Learning. Neural networks are made up of …
system. Neural networks are at the heart of Deep Learning. Neural networks are made up of …
Hybrid synthetic data generation pipeline that outperforms real data
Fine-tuning a pretrained model with real data for a machine learning task requires many
hours of manual work, especially for computer vision tasks, where collection and annotation …
hours of manual work, especially for computer vision tasks, where collection and annotation …
Measure or infer? Role of modeling and machine learning in modern astronomy
Theory of machine learning, deep learning in particular has been witnessing an implosion
lately in deciphering the “black-box approaches”. Optimizing deep neural networks is largely …
lately in deciphering the “black-box approaches”. Optimizing deep neural networks is largely …
[CITAZIONE][C] An Empirical Study on Switching Activation Functions in Shallow and Deep Neural Networks
A Vinod, A Mathur, S Saha - International Journal of Computer and Systems …, 2023