Axel Jantsch

TU Wien

H指数:41

被引数:9,016

个人简介

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Improving Accuracy and Efficiency in DNNs with Approximate Multipliers: Insights from Information Bottleneck Theory

利用近似乘法器提升DNN的准确性和效率：来自信息瓶颈理论的观点

IF5

2026-09-220

tinyDSM: A Framework for Skill Modeling and Development for Resource-Constrained Millirobots

tinyDSM: 一种面向资源受限微机器人的技能建模与开发框架

IEEE Transactions on Cognitive and Developmental Systems

IF4.9

2026-09-140

BranchySplit: Runtime-Adaptable Partitioning and Early Exits for Accelerated Edge Inference

Branchyspliit: 用于加速边缘推理的运行时适应性分区和早期退出

IEEE Access

IF3.6

2026-01-010

OAAI

Formal Verification of Transcompiled Mobile Applications Using First-Order Logic

基于一阶逻辑的转译移动应用程序形式化验证

Technologies 2025, Vol. 13, Page 580

IF3.6

2025-12-110

OAAI

Efficient and interpretable raw audio classification with diagonal state space models

基于对角状态空间模型的音频分类：高效且可解释

Machine Learning

IF2.9

2025-06-190

OAAI

Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-01-010

Quantization Compensator Network: Server-Side Feature Reconstruction in Partitioned IoT Systems

量化补偿网络：分区物联网系统中的服务器端特征重建

IEEE Access

IF3.6

2025-01-010

OAAI

The Pains of Hardware Security: An Assessment Model of Real-World Hardware Security Attacks

硬件安全之痛：一种真实世界硬件安全攻击的评估模型

IEEE Open Journal of the Industrial Electronics Society

IF4.3

2025-01-010

Optimizing Industrial IoT Data Security Through Blockchain-Enabled Incentive-Driven Game Theoretic Approach for Data Sharing

IEEE ACCESS

IF3.6

2024-01-011

Conformal Prediction Based Confidence for Latency Estimation of DNN Accelerators: A Black-Box Approach

IEEE ACCESS

IF3.6

2024-01-010

Study of DNN-Based Ragweed Detection from Drones

embedded computer systems: architectures modeling and simulation samos

IF0

2022-08-140

PRE

Improving Deep Learning Based Anomaly Detection on Multivariate Time Series Through Separated Anomaly Scoring

通过分离异常评分改进基于深度学习的多变量时间序列异常检测

IEEE ACCESS

IF3.6

2022-01-016

Design Space Exploration for an IoT Node: Trade-Offs in Processing and Communication

IEEE ACCESS

IF3.6

2021-01-016

OAAI

ANNETTE: Accurate Neural Network Execution Time Estimation With Stacked Models

IEEE ACCESS

IF3.6

2021-01-0112

OAAI

Blackthorn: Latency Estimation Framework for CNNs on Embedded Nvidia Platforms

IEEE ACCESS

IF3.6

2021-01-0110

Embodied Self-Aware Computing Systems

PROCEEDINGS OF THE IEEE

IF25.9

2020-07-0111

OAAI

RoSA: A Framework for Modeling Self-Awareness in Cyber-Physical Systems

IEEE ACCESS

IF3.6

2020-01-0110

OAAI

Model-free condition monitoring with confidence

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING

IF4

2019-06-129

PREAI

Computer-aided Arrhythmia Diagnosis with Bio-signal Processing: A Survey of Trends and Techniques

生物信号处理的计算机辅助心律失常诊断: 趋势和技术综述

ACM COMPUTING SURVEYS

IF28

2019-03-2733

PREAI

Energy-efficient and Reliable Wearable Internet-of-Things through Fog-Assisted Dynamic Goal Management

10TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2019) / THE 2ND INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40 2019) / AFFILIATED WORKSHOPS

IF0

2019-01-019

OAAI

Axel Jantsch

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