Encoding modelling for working memory research: Pattern similarity, representational geometry, and model comparisondoi:10.1167/jov.24.10.1425Research into the neural basis of working memory relies heavily on the use of multivariate decoding techniques to ascertain the presence of neural representations of...
通过重复应用Mem-SSM模块,MemoryMamba逐步细化视觉表示。 4.2.1 Coarse- & Fine-Grained Memory Encoding 粗粒度与细粒度记忆编码是作者Mem-SSM块的核心,因为它支撑了模型辨别和编码不同 Level 特征细节的能力。这种编码机制对于像缺陷检测这样的细腻任务至关重要,因为细微的区分可以决定正确的分类。 记忆编码过程从对...
Fig. 2. Model of sleep-dependent hippocampal-neocortical memory consolidation. At encoding the hippocampus rapidly integrates information within distributed cortical modules. Successive sleep-dependent reactivation of this hippocampal-cortical network leads to progressive strengthening of cortico-cortical connection...
A neural model of schemas and memory encodingA neural model of schemas and memory encodingCatastrophic forgettingMemory consolidationSchemasSpatial navigationThe ability to rapidly assimilate new information is essential for survival in a dynamic environment. This requires experiences to be encoded alongside ...
输入可以是一个/多个句子,一篇/几篇文章,包含语境信息和知识库等,使用 RNN 进行 encoding,每一个句子编码成固定维度的 state vector。具体做法是把句子拼到一起(每个句子结尾加标记符 EOS),用 GRU-RNN 进行编码,如果是单个句子,就输出每个词的 hidden state;如果是多个句子,就输出每个句子 EOS 标记对应的 ...
(2014) A Model for Visual Memory Encoding. PLoS ONE, 9, e107761. http://dx.doi.org/10.1371/journal.pone.0107761Nenert, R., Allendorfer, J.B., Szaflarski, J.P., 2014. A model for visual memory encoding. PLOS One 9 (10), e107761. http://dx.doi.org/10.1371/journal.pone....
‘basic’ model in Fig.1. However, memories probably bind together representations along a spectrum from coarse-grained and conceptual to fine-grained and sensory. For example, the hippocampal encoding of a day at the beach is likely to bind together coarse-grained concepts such as ‘beach’ ...
Memory Networks经典论文阅读笔记,会包括Vanilla Memory Networks及其各种变形以及在NLP领域的应用。主要涉及一下论文: Memory Networks (Facebook AI Research/2015) End-To-End Memory Networks(2015) Key-Value Memory Networks for Directly Reading Documents(2016) ...
Finally, we describe a single SAT encoding of the testing problem that works for all memory models in the Steinke-Nutt hierarchy to prove their membership in NP. Our results are general enough to carry over to future weak memory models. Moreover, they show that SAT solvers are adequate ...
Finally the ptr field points to the actual representation of the object, which might vary even for the same type, depending on the encoding used. Redis objects are used extensively in the Redis internals, however in order to avoid the overhead of indirect accesses, recently in many places we...