Fukui Prefectural University

Programming Backpropagation with Reverse Handlers for Arrows

We introduce a new programming language and its categorical semantics in order to design and implement neural networks within the framework of algebraic effects and handlers for arrows. Our language enables us to construct neural networks symbolically, in the same manner as algeb...

Genomic resources of Ascidiella aspersa and comparative analysis across tunicates reveal class-level features and evolutionary diversification

Ascidiella aspersa is an invasive tunicate and one of the closest relatives of vertebrates. Despite its ecological nuisance, A. aspersa is anticipated to be a valuable model organism for developmental studies due to its remarkably transparent embryos. However, annotated genome as...