This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...

Abstract: We study stability and robustness for a large class of linear time-varying systems under the assumption that the system possesses some kind of excitation which is necessary for uniform ...

Non-volatile memory is an important component in a wide range of high-performance embedded applications. Especially, many consumer, industrial, and medical applications need increased re-writability ...

The original version of this story appeared in Quanta Magazine. Calculus is a powerful mathematical tool. But for hundreds of years after its invention in the 17th century, it stood on a shaky ...

Share on Pinterest A new study found that stimulant and non-stimulant medications prescribed for ADHD improve long-term cognitive function in people with the condition. Anastasiia Sienotova/Getty ...

In the API documentation for the FunctionCtx.mark_non_differentiable function, the font overlaps due to the lengthy title torch.autograd.function.FunctionCtx.mark_non ...

I am currently implementing a custom function (torch.autograd.Function) that passes auxiliary state besides differentiable tensors. This well-supported in backward/reverse-mode AD: one simply returns ...