Deep Learning by I. Goodfellow, Y. Bengio and A. Courville

Chapter 1 (h3) Section 1.1 (h4) Section 1.1.1 (h5) Theme (h6) Chapter 1 Introduction The performance of machine learning algorithms depends heavily on the representation of the data. The representation consists of features. Representation learning is machine learning to learn efficient representation of the given data. Deep learning so  

Studying ‘Cognitive Science’

References Cognitive Science | Stanford Encyclopedia of Philosophy Suilin Lavelle, Kenny Smith, Mark Sprevak, David Carmel, Andy Clark & Barbara Webb (Mar. 2017) Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences. the University of Edinburgh. Coursera. 이정모. (2009). 인지과학: 학문 간 융합의 원리와 응용. 서울: 성균관대학교출판부. 이정모. (2010). 인지과학: 과거-현재-미래. 서울: 학지사. 장병탁, […]

Studying ‘Deep Learning’

References Lectures Hinton, G. (2013) Neural Networks for Machine Learning. Coursera Deep Learning Nanodegree Foundations. Udacity CS231n: Convolutional Neural Networks for Visual Recognition. Stanford University CS224d: Deep Learning for Natural Language Processing. Stanford University CS 294-131: Special Topics in Deep Learning. UC Berkeley CS 294: Deep Reinforcement Learning, Spring 2017. UC Berkeley Vanhoucke, V.. Deep Learning. Udacity Books Goodfellow, […]

Studying ‘Linguistics’

Fields of Linguistics 구분1: 시간 공시언어학 Descriptive linguistic 어떤 한 순간의 언어 상태를 연구 통시언어학/역사언어학 Historical linguistics 시간에 따른 언어의 변화를 연구 구분2: 연구 대상 음성학 Phonetics 음성의 물리적 성질 음운론 Phonology 화자가 말할 때 심리적으로 구분하는 소리(음운) 형태론 Morphology 단어의 내부 구조 통사론 Syntax 문장의 내부 구조 의미론 Semantics 단어의 의미와 단어의 조합에 따른 의미 변화 화용론 Pragmatics 대화에서 화자의 […]

Introduction to the Philosophy of Cognitive Sciences | Coursera

Brief Information Course name: Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences Online platform: Coursera Lecturer: Suilin Lavelle, Kenny Smith, Mark Sprevak, David Carmel, Andy Clark & Barbara Webb in The University of Edinburgh Duration: 2017-03-20 ~ 04-24 (4 weeks) I started on 2017-03-24. Course information Record Grade Achieved: 100% Grades in detail: [LINK] […]

How to Install Caffe

Install Caffe on Linux Ubuntu 16.04 My Configurations Linux: Ubuntu 16.04 LTS Anaconda: Anaconda 2 (64-bit), Anaconda2-4.3.0-Linux-x86_64.sh CPU or GPU: CPU Install Caffe 1. Install CUDA 8 (Optional. I failed this installation.) Go to the CUDA download page(https://developer.nvidia.com/cuda-downloads). ‘ Go to the directory where the downloaded file cuda_8.0.44_linux.run is located.

I got an error. http://askubuntu.com/questions/149206/how-to-install-nvidia-run Hit CTRL+ALT+F1 […]