A detailed look inside the weight matrices of the word2vec model. Both CBOW and SkipGram models are discussed
Continue readingExtended PushDown Automaton transitions
A short examination of extended PushDown Automaton transitions and their equivalence with PushDown Automaton transitions.
Continue readingVirtual Memory – Translation-Lookaside Buffer (TLB)
A look at the inner workings of a TLB. The operational view of a TLB under a hit and miss are discussed along with its interactions with Virtual Memory and Cache.
Continue readingN-gram Language Models
The concept of language models as a sequence of words is explored via probabilistic interpretations.
Continue readingPushDown Automaton transitions
This article discusses the different transition scenarios in a Pushdown Automaton with respect to reading the input and modifying the stack.
Continue readingVirtual Memory – Writes and Protection
A brief discussion on how the operating system enforces protection in a Virtual Memory system.
Continue readingVirtual Memory – Page Table Size
This article reasons why a small Page Table size is preferred and lists several techniques to reduce the Page Table size.
Continue readingContext-Free Grammars and Parse Trees
This article discusses the concept of ambiguity using parse-trees. Observations about parse-trees for grammars in Chomsky Normal Form are also mentioned.
Continue readingVirtual Memory – Address Translation
The article explores the address translation process in Virtual Memory. The concept of Page Tables is explained and bit Hit and Fault scenarios are discussed.
Continue readingVirtual Memory – The Basics
A basic introduction to the concept of Virtual Memory and why it is needed.
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