Brain-inspired Sample Clauses

Brain-inspired. What can we Learn from Human Forgetting and Remembering?‌ Humans are very effective in forgetting irrelevant details and things no longer relevant. This enables them to focus on the relevant things and to efficiently make decisions in their current life situations. This ability of the human brain inspired the idea of considering a form of forgetting for digital memories in the ForgetIT project. It is investigated, if similar mechanisms in digital memory might be helpful in better coping with the general situa- tion of information overload, i.e., helping to focus on the really relevant digital resources. However, if we just copy human remembering and forgetting, the digital memory would just forget the same things as the human. Clearly, this is not the goal. Rather, the methods in digital memory should learn from and complement the human memory: it is desirable that a computer focuses on ”remembering” those things that the human might forget, but which are still useful or required later. The idea of complementing human memory suggests to take an embracing perspective on human and digital memory, considering them as a joint system. In such a system, the two parts are not considered in isolation: their interactions and mutual influence are taken into account as well. Figure 1 shows models of the human memory and a dig- ital system as well as interactions (joint system perspective). The high-level model of the functioning of the human brain depicted in Figure 1 in based on work described in D2.2 [Xxxxx et al., 2014] and D2.3 [Xxxxx et al., 2015]. The model in Figure 1 is focused on the synergy between human and digital memory. The human memory (on the left) and the digital memory (on the right) together contribute to a form of virtual memory a human can rely on. The idea of the joint model has been published in [Niederee et al., 2015]. On the human memory side, three main type of memory are distinguished: working memory, episodic memory and semantic memory. Together with the currently activated episodic and semantic memory, the verbal short term memory (things just heard) and the visual short term memory (things just seen) form the working memory, which frames the current situation. Knowledge is activated on demand from the semantic and episodic memory according to current needs via the so-called executive functions. Perception is one driver for such activation. It is worth noting that perceived signals do not directly be- come part of the verbal or visual sho...
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