Grammar School

SCALABLE FPGA-BASED DEEP LEARNING ACCELERATOR USING TILED MATRIX MULTIPLICATION AND PIPELINED PROCESSING

Deep neural networks provide strong performance in recognition, prediction, and representation-learning tasks, but their computational intensity and memory-access requirements make efficient deployment difficult on conventional processors. This paper presents a publication-orient...

Sexual dimorphism in fetal brain gene co-expression networks as a possible etiological factor of sex-biased autism prevalence

Autism spectrum disorder (ASD) affects more males than females in an approximate ratio of 4:1, yet the biological bases of this imbalance remain unclear. Here, we explored the hypothesis that part of the male-biased vulnerability could arise from sex-specific baseline organizatio...

Intranasal bleomycin sclerotherapy versus local Avastin® therapy as an adjunct to laser treatment for epistaxis in hereditary hemorrhagic telangiectasia

Hereditary hemorrhagic telangiectasia is a rare disease of vascular development, often accompanied by severe epistaxis. Multimodality treatment may improve epistaxis control, but the optimal combination of modalities has not yet been established. To study and compare the effects...