In this paper, a self-attention based neural network architecture to address human activity recognition is proposed. The dataset used was collected using smartphone. contribution of paper multi-layer multi-head for and compared two strong baseline architectures, which are convolutional (CNN) long-short term (LSTM). dropout rate, positional encoding scaling factor also been investigated find the...

a new series of 1,2-diaryl-4,5,6,7-tetrahydro-1h-benzo[d]imidazoles, possessing trimethoxy phenyl pharmacophore, were synthesized to evaluate their biological activities as tubulin inhibitors. cytotoxic activity of the synthesized compounds 7a-f was assessed against several human cancer cell lines, including mcf-7 (breast cancer cell), hepg2 (liver hepatocellular cells), a549 (adenocarcinomic h...