논문

Bayesian Optimization, BO는 다변량 문제 내에서 잠재적 관계를 학습하는 가장 우수한 방법 중 하나로, 사용자들이 시간이 많이 소요되고 계산 비용이 많이 드는 블랙박스 함수를 합리적인 시간 내에 최적화 할 수 있게 해준다. 전통적인 폰 노이만 아키텍

ANN(Artificial Neural Network) : 인공신경망이란, 인간의 뉴런 구조를 본떠 만든 기계학습 모델 인간의 뇌에서 뉴런들이 어떤 신호, 자극 등을 받고, 그 자극이 어떠한 임계값(threshold)을 넘어서면 결과 신호를 전달. 입력과 출력 사이를

A new general backpropagation mechanism for learning synaptic weights and axonal delays which overcomes the problem of non-differentiability of the sp

Define of neuromorphic computing : referred to mixed analogue–digital implementations of brain-inspired computing;인간의 뇌 구조와 유사한 형태를 지닌 데이터 처리 칩셋인 뉴로모픽

SOEL 시스템 1) SOEL updates trigger when an error occurs, enabling faster learning with fewer updates.

a model of computation with neurons as the basic processing elements. Different from artificial neural networks, SNNs incorporate time as an explicit

General IntroductionDNNs success in 2 factors1) The high-performance computing capabilities of modern CPU/GPU based computers that accelerated the imp

* Theoretical concepts and methods * 1) Introduce the neural network models 2) spiking neuron models, computing units of the SNN feed-forward network

Design Space Exploration Methodology * Embedded image classification * N2D2 framework 1) perform learning, test and validation for several SNN topol

1) Malware 9 types Rootkits IoT Malware ICS Malware Trojan Ransomware Mobile Malware Virus Worm Exploit Kits 2) Design paradigms Encryption with t

APT attacker Performed by well-funded attackers provided with the resources they need to perform the attack for as long as the funding organization

Main Topic Efficient and robust APT defense scheme leveraging provenance graphs, including a network-level distributed audit model for cost-effective

(1) IoT-Based Posture Detection and Feedback System: A Wearable Solution forMaintaining Proper PostureUser’s back을 evaluate posture 대상으로 표현. Roll angl

1) deep CNN의 minimal training data 제한 , issue 제공.New 3 phase model for decision support of CNN transfer learning (Learning mechanism), data augmentati

1) This gives the projects like the real time on device tracking of AR applications of single RGB camera. Google의 Firebase (Backend service) 1) Auth

overview of the datasets available specifically for posture analysis, emphasizing their appropriateness for training and assessing machine learning mo

* Propose a novel hybrid approach based on machine learning classifiers and deep learning classifiers* Accuracy 가 98%

* Introduce the latest methods of posture recognition and review the various tech and algorithms of posture recogrnition in recent years * CNN (High