and why it matters — Decentralized financial systems are priori introduced with the development of Bitcoin in 2009 by Satoshi Nakamoto who is/are mystery inventor first cryptographic, peer-to-peer electronic cash system that solves the double-spending problem in the context of financial transactions. Bitcoin is backed by blockchain technology that intervenes in the peer-to-peer architecture of…

Machine Learning & Cognitive Tasks — Materials This is the very first article of the series, namely “Cognitive Computational Modelling for Spatio-Temporal fMRI in Ventral Temporal Cortex”. If you want to check out the whole series, go to the following link. Cognitive Computational Modelling for Spatio-Temporal fMRI in Ventral Temporal Cortex In this series of articles, we will go over the following articlescankocagil.medium.com

Decentralization is not a liability but an asset of great value — The motto “IN GOD WE TRUST” was placed on United States coins largely because of the increased religious sentiment existing during the Civil War. Secretary of the Treasury Salmon P. Chase received many appeals from devout persons throughout the country, urging that the United States recognize the Deity on United…

Decoding and Understanding the Human Brain —

InvesmentDAO, VCs, daha fazlası — InvestmentDAO yatırımcılık modelini ilerde çokça duyacağız, o zaman gelin şimdiden ne olduklarına bir göz atalım. TL;DR: “ Kolektif bir banka hesabı ve sahibiyet” Yatırımcıların alım güçlerini bir DAO (Merkeziyetsiz Otonom Kuruluş) mekanizması ile birleştirip, normalde bireysel şekilde ulaşamayacakları varlıkların alıp satılabilmesini sağlayan bir organizasyon modelidir.

Blok Zinciri, Yapay Zeka ve Dijital Sanatın Birleşimi — Çok hareketli bir konuya, yapay zekanın, sanatın ve non-fungible tokenların (NFT) kesişimine değineceğiz. Bu, aşağıdaki konuları tartışacağımız teknik olmayan bir makale olacaktır.

Non-Convex Optimization from both mathematical and practical perspective: SGD, SGDMomentum, AdaGrad, RMSprop, and Adam in Python — This article will provide the short mathematical expressions of common non-convex optimizers and their Python implementations from scratch. Understanding the math behind these optimization algorithms will enlighten your perspective when training complex machine learning models. The structure of this article will be as follows. First, I will talk about the…

From Spatial to Spatio-temporal Visual Processing — Instance-based classification, segmentation, and object detection in images are fundamental problems in the context of computer vision. Different from image-level information retrieval, the video-level problems aim at detection, segmentation, and tracking of object instances in spatio-temporal domain that have both space and time dimensions. Video domain learning is a crucial…

Generating autonomous captions with visual attention — This was a research project for experimental purposes, with deep academic documentation, so if you are a paper lover then go check for the project page for this article GitHub - cankocagil/Image-Captioning: Convolutional Language Model for Image Captioning This repo is mainly focused on image captioning task using the state of the art techniques in the context of deep…github.com