4 citations · 6 across the 5 of their papers we have counts for
5 papers
Multimodal Stress Detection Using Facial Landmarks and Biometric Signals
Majid Hosseini, Morteza Bodaghi, Ravi Teja Bhupatiraju +2
The development of various sensing technologies is improving measurements of stress and the well-being of individuals. Although progress has been made with single signal modalities…
LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks
Nelly Elsayed, Zag ElSayed, Anthony S. Maida
Long short-term memory (LSTM) is one of the robust recurrent neural network architectures for learning sequential data. However, it requires considerable computational power to lea…
Deep Axial Hypercomplex Networks
Nazmul Shahadat, Anthony S. Maida
Over the past decade, deep hypercomplex-inspired networks have enhanced feature extraction for image classification by enabling weight sharing across input channels. Recent works m…
Enhancing ResNet Image Classification Performance by using Parameterized Hypercomplex Multiplication
Nazmul Shahadat, Anthony S. Maida
Recently, many deep networks have introduced hypercomplex and related calculations into their architectures. In regard to convolutional networks for classification, these enhanceme…
Training a Hidden Markov Model with a Bayesian Spiking Neural Network
Amirhossein Tavanaei, Anthony S Maida
It is of some interest to understand how statistically based mechanisms for signal processing might be integrated with biologically motivated mechanisms such as neural networks. Th…