Bernd Waschneck - Publications, H-index & Citations

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Bernd Waschneck

ruhr university bochum

7H-index

36Paper Count

725Citation Count

Published Papers 7

Publication Date

Adapting Neural Networks at Runtime: Current Trends in At-Runtime Optimizations for Deep Learning

ACM COMPUTING SURVEYS

IF28

2024-05-14

OAAI

Sponner, Max; Waschneck, Bernd; Kumar, Akash

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Automating application-driven customization of ASIPs: A survey

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2024-03-01

PREAI

Hussein, Eslam; Waschneck, Bernd; Mayr, Christian

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Leveraging Temporal Patterns: Automated Augmentation to Create Temporal Early Exit Networks for Efficient Edge AI

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Sponner, Max; Servadei, Lorenzo; Waschneck, Bernd; Wille, Robert; Kumar, Akash

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Convolutional Neural Networks Quantization with Double-Stage Squeeze-and-Threshold

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2022-09-26

OAAI

Wu, Binyi; Waschneck, Bernd; Mayr, Christian Georg

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AI-Driven Performance Modeling for AI Inference Workloads

ELECTRONICS

IF2.6

2022-07-26

OAAI

Sponner, Max; Waschneck, Bernd; Kumar, Akash

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Opportunistic maintenance scheduling with deep reinforcement learning

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2022-07-01

PREAI

Valet, Alexander; Altenmueller, Thomas; Waschneck, Bernd; May, Marvin Carl; Kuhnle, Andreas; Lanza, Gisela

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SMALL-FOOTPRINT KEYWORD SPOTTING ON RAW AUDIO DATA WITH SINC-CONVOLUTIONS

2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING

IF0

2020-05-01

OAAI

Mittermaier, Simon; Kuerzinger, Ludwig; Waschneck, Bernd; Rigoll, Gerhard

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Research Directions