`context` Related Article Results

Context in Architecture

Context in Architecture

(1640 words)
December 5, 2025

Context in Architecture refers not only to a building’s physical location but also to the comprehensive network of relationships it establishes with its social, cultural, historical and economic environment. Context moves beyond formal design decisions in the architectural process, requiring that a building be understood in interaction with the meaning system of its surroundings, its user profile and its historical layers. Within this framework, architecture is not merely a discipline responding

EN
Esra Özkafa

Esra Özkafa

Encoder-Decoder Architecture and the Role of the Attention Mechanism

Encoder-Decoder Architecture and the Role of the Attention Mechanism

(1081 words)
April 25, 2025

The field of Natural Language Processing (NLP) has achieved significant advancements in the ability of machines to process and generate human language. One of the fundamental architectures central to these advancements is the Encoder-Decoder, or alternatively named Sequence-to-Sequence (Seq2Seq), model. This architecture, widely used in tasks such as Machine Translation and Text Summarization, is based on the principle of encoding an input sequence into a fixed-size representation and generating

EN
Ömer Faruk Aydın

Ömer Faruk Aydın

Can We Redefine Our Memories?

Can We Redefine Our Memories?

(443 words)
November 29, 2025

Our minds function like vast archives storing memories and lessons from the past.However, this memory archive is not static; rather, our memories can change, strengthen, or sometimes fade over time.Memory reactivation refers to the process by which memories stored in our minds are reactivated and made susceptible to change.How exactly does this process work, and why is it so important?What Is Memory Reactivation?Memory reactivation means recalling a consolidated memory through specific cues. For

EN
Nursena Şahin

Nursena Şahin

Encoder-Decoder Mimarisi ve Attention Mekanizmasının Rolü Üzerine Bir İncelemeEn

Encoder-Decoder Mimarisi ve Attention Mekanizmasının Rolü Üzerine Bir İnceleme

(897 words)
April 24, 2025

Doğal Dil İşleme (Natural Language Processing - NLP) alanı, makinelerin insan dilini işlemesi ve üretmesi yeteneklerinde önemli ilerlemeler kaydetmiştir. Bu ilerlemelerin merkezinde yer alan temel mimarilerden biri, Encoder-Decoder veya alternatif adıyla Sequence-to-Sequence (Seq2Seq) modelidir. Makine çevirisi (Machine Translation) ve metin özetleme (Text Summarization) gibi görevlerde yaygın olarak kullanılan bu mimari, girdi dizisini sabit boyutlu bir temsile kodlama ve bu temsilden bir çıktı

TR
Ömer Faruk Aydın

Ömer Faruk Aydın

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