Delving Deep into Crossmodal Integration

Delving into adversarial attacks on deep policies

Adversarial examples have been shown to exist for a variety of deep learning architectures. Deep reinforcement learning has shown promising results on training agent policies directly on raw inputs such as image pixels. In this paper we present a novel study into adversarial attacks on deep reinforcement learning polices. We compare the effectiveness of the attacks using adversarial examples vs...

Delving into BioMEMS.

Crossmodal Integration: A Glimpse into the Development of Sensory Remapping

Correctly localising sensory stimuli in space is a formidable challenge for the newborn brain. A new study provides a first glimpse into how human brain mechanisms for sensory remapping develop in the first year of life.

Delving into the diversity of silencing pathways

Submitted 20 March 2007; accepted 22 May 2007; published online 29 June 2007 developments include the elucidation of steps in the biogenesis of repeat-associated small interfering RNAs (rasiRNAs), new ideas about how siRNAs silence gene expression, how miRNAs repress translation, and the importance of siRNAs as tools in biological research and therapeutics. The discovery of siRNAs, which silenc...

Delving into somatic variation in sporadic melanoma.

Melanoma, the most aggressive form of skin cancer, has increased in incidence more rapidly than any other cancer. The completion of the human genome project and advancements in genomics technologies has allowed us to investigate genetic alterations of melanoma at a scale and depth that is unprecedented. Here, we survey the history of the different approaches taken to understand the genomics of ...