Many machine learning systems are built to solve the hardest examples of a particular task, which often makes them large and expensive to run—especially with respect to the easier examples, which might require much less computation. For an agent with a limited computational budget, this “one-size-fits-all” approach may result in the agent wasting valuable computation on easy examples, while not...

Recent research has demonstrated that "self-imagination" - a mnemonic strategy developed by Grilli and Glisky (2010) - enhances episodic memory in memory-impaired individuals with neurological damage more than traditional cognitive strategies, including semantic elaboration and visual imagery. The present study investigated the effect of self-imagination on prospective memory in individuals w...

The eminent mathematician Felix Klein wrote, in his intimate history of nineteenth-century mathematics, that “mathematics is not merely a matter of understanding but quite essentially a matter of imagination” (cf. Klein [1979], p. 207). Klein was responding to the turbulent trajectory of imagination’s role inmathematics during the nineteenth century, which beganwith Gaspard Monge teaching new w...

Imagining oneself performing a simple action can trigger false memories of self-performance, a phenomenon called imagination inflation. However, people can, and often do, imagine others' behavior and actions. According to a visual-similarity account, imagining another person's actions should induce the same kind of memory error, a false memory of self-performance. We tested this account in thre...

This article critically examines the ways in which the trope of prosthesis has been used in recent theory to understand human-technology relationships. Analyzing the trope from a number of angles, including disability, factory labor practices, mass production, and marketing, the author scrutinizes ways in which technologies are simultaneously wounding and enabling in ways for which the prosthes...