Gerd Ascheid

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 125

Top Venues

Publications

Shawan Taha Mohammed, Alp Argun, Gerd Ascheid
A Unified Approach to Autonomous Driving in a High-Fidelity Simulator Using Vision-Based Reinforcement Learning. SII (2024)
Shawan Taha Mohammed, Mohamed Kastouri, Artur Niederfahrenhorst, Gerd Ascheid
Video Representation Learning for Decoupled Deep Reinforcement Learning Applied to Autonomous Driving. SII (2023)
Sebastian Birke, Bjoern Hartmann, Dominik Auras, Markus Wloka, Gerd Ascheid, Rainer Leupers
Design and Exploration of an ARC-Coprocessor for LSTM Based Audio Applications. NorCAS (2022)
Sabine Apfeld, Alexander Charlish, Gerd Ascheid
Ensembles of Long Short-Term Memory Experts for Streaming Data with Sudden Concept Drift. ICMLA (2021)
Zekai Liang, Gerd Ascheid
Subcarrier Grouping with Linear Time-Domain Compensation for Low-Complexity Millimeter Wave OFDM Multiuser Systems. VTC Fall (2021)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
Evo-RL: evolutionary-driven reinforcement learning. GECCO Companion (2021)
Ezgi Oral, Anke Schmeink, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane, Gunes Karabulut Kurt
Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels. IEEE Wirel. Commun. Lett. 10 (7) (2021)
Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin
Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine 4 (2021)
Milan Copic, Rainer Leupers, Gerd Ascheid
Runnable Configuration in Mixed Classic/Adaptive AUTOSAR Systems by Leveraging Nondeterminism. DSD (2021)
Mehmet Özgün Demir, Ozan Alp Topal, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt
An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems. CoRR (2021)
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
A Framework for Knowledge Integrated Evolutionary Algorithms. CoRR (2021)
Andreas Bytyn, Rainer Leupers, Gerd Ascheid
ConvAix: An Application-Specific Instruction-Set Processor for the Efficient Acceleration of CNNs. IEEE Open J. Circuits Syst. 2 (2021)
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
Automated design of error-resilient and hardware-efficient deep neural networks. Neural Comput. Appl. 32 (24) (2020)
Stephan Schlupkothen, Tim Heidenblut, Gerd Ascheid
Random field-aided tracking of autonomous kinetically passive wireless agents. EURASIP J. Adv. Signal Process. 2020 (1) (2020)
Suraj Srivastava, Amrita Mishra, Aditya K. Jagannatham, Gerd Ascheid
SBL-Based Hybrid Precoder/ Combiner Design for Power and Spectrally Efficient Millimeter Wave MIMO Systems. SPCOM (2020)
Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
3D Optimisation of Software Application Mappings on Heterogeneous MPSoCs. ARCS (2020)
Mehmet Ozgun Demir, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Gunes Karabulut Kurt
A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects. IEEE Internet Things Mag. 3 (3) (2020)
Ahmed Hallawa, Simon Schug, Giovanni Iacca, Gerd Ascheid
Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution. EvoApplications (2020)
Andreas Bytyn, René Ahlsdorf, Rainer Leupers, Gerd Ascheid
Dataflow Aware Mapping of Convolutional Neural Networks Onto Many-Core Platforms With Network-on-Chip Interconnect. CoRR (2020)
Milan Copic, Rainer Leupers, Gerd Ascheid
Modelling Machine Learning Components for Mapping and Scheduling of AUTOSAR Runnables. ISSRE (2020)
Ozan Alp Topal, Mehmet Ozgun Demir, Zekai Liang, Ali Emre Pusane, Guido Dartmann, Gerd Ascheid, Günes Karabulut-Kurt
A Physical Layer Security Framework for Cognitive Cyber-Physical Systems. IEEE Wirel. Commun. 27 (4) (2020)
Ahmed Hallawa, Thorsten Born, Anke Schmeink, Guido Dartmann, Arne Peine, Lukas Martin, Giovanni Iacca, A. E. Eiben, Gerd Ascheid
EVO-RL: Evolutionary-Driven Reinforcement Learning. CoRR (2020)
Milan Copic, Rainer Leupers, Gerd Ascheid
Reducing idle time in event-triggered software execution via runnable migration and DPM-Aware scheduling. Integr. 70 (2020)
Sabine Apfeld, Alexander Charlish, Gerd Ascheid
Modelling, Learning and Prediction of Complex Radar Emitter Behaviour. ICMLA (2019)
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
Automated design of error-resilient and hardware-efficient deep neural networks. CoRR (2019)
Emre Durmaz, Gulay Oke Gunel, Gerd Ascheid, Guido Dartmann, Gunes Karabulut Kurt
The Effect of Jammers in Multi Agent Systems. SIU (2019)
Ozan Alp Topal, Mehmet Özgün Demir, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Ali Emre Pusane, Günes Karabulut-Kurt
Physical Layer Spoofing Against Eavesdropping Attacks. MECO (2019)
Sebastian Vogel, Jannik Springer, Andre Guntoro, Gerd Ascheid
Efficient Acceleration of CNNs for Semantic Segmentation on FPGAs. FPGA (2019)
Dominik Rieth, Christoph Heller, Gerd Ascheid
Aircraft to Ground-Station C-Band Channel - Small Airport Scenario. IEEE Trans. Veh. Technol. 68 (5) (2019)
Andreas Bytyn, Rainer Leupers, Gerd Ascheid
An Application-Specific VLIW Processor with Vector Instruction Set for CNN Acceleration. CoRR (2019)
Sebastian Vogel, Christoph Schorn, Andre Guntoro, Gerd Ascheid
Guaranteed Compression Rate for Activations in CNNs using a Frequency Pruning Approach. DATE (2019)
Sebastian Vogel, Jannik Springer, Andre Guntoro, Gerd Ascheid
Self-Supervised Quantization of Pre-Trained Neural Networks for Multiplierless Acceleration. DATE (2019)
Gereon Führ, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
Multi-objective optimisation of software application mappings on heterogeneous MPSoCs: TONPET versus R2-EMOA. Integr. 69 (2019)
Milan Copic, Rainer Leupers, Gerd Ascheid
Efficient sporadic task handling in parallel AUTOSAR applications using runnable migration. ASP-DAC (2019)
Suraj Srivastava, Amrita Mishra, Anupama Rajoriya, Aditya K. Jagannatham, Gerd Ascheid
Quasi-Static and Time-Selective Channel Estimation for Block-Sparse Millimeter Wave Hybrid MIMO Systems: Sparse Bayesian Learning (SBL) Based Approaches. IEEE Trans. Signal Process. 67 (5) (2019)
Christoph Schorn, Andre Guntoro, Gerd Ascheid
An Efficient Bit-Flip Resilience Optimization Method for Deep Neural Networks. DATE (2019)
Mehmet Basaran, Stephan Schlupkothen, Gerd Ascheid
Adaptive Sampling Techniques for Autonomous Agents in Wireless Sensor Networks. PIMRC (2019)
Sebastian Vogel, Rajatha B. Raghunath, Andre Guntoro, Kristof Van Laerhoven, Gerd Ascheid
Bit-Shift-Based Accelerator for CNNs with Selectable Accuracy and Throughput. DSD (2019)
Lukas Jünger, Jan Henrik Weinstock, Rainer Leupers, Gerd Ascheid
Fast SystemC Processor Models with Unicorn. RAPIDO (2019)
Dominik Sisejkovic, Farhad Merchant, Rainer Leupers, Gerd Ascheid, Sascha Kegreiss
Control-Lock: Securing Processor Cores Against Software-Controlled Hardware Trojans. ACM Great Lakes Symposium on VLSI (2019)
Dominik Sisejkovic, Farhad Merchant, Rainer Leupers, Gerd Ascheid, Volker Kiefer
A Critical Evaluation of the Paradigm Shift in the Design of Logic Encryption Algorithms. VLSI-DAT (2019)
Stephan Schlupkothen, Gerd Ascheid
Multiple particle filtering for tracking wireless agents via Monte Carlo likelihood approximation. EURASIP J. Adv. Signal Process. 2019 (2019)
Sebastian Birke, Dominik Auras, Tobias Piwczyk, Robin Mahlke, Nikolas Alberti, Rainer Leupers, Gerd Ascheid
VLSI Architectures for ORVD Trellis based MIMO Detection. ICNC (2019)
Gereon Onnebrink, Ahmed Hallawa, Rainer Leupers, Gerd Ascheid, Awaid-Ud-Din Shaheen
A heuristic for multi objective software application mappings on heterogeneous MPSoCs. ASP-DAC (2019)
Andreas Bytyn, Rainer Leupers, Gerd Ascheid
An Application-Specific VLIW Processor with Vector Instruction Set for CNN Acceleration. ISCAS (2019)
Dominik Sisejkovic, Farhad Merchant, Rainer Leupers, Gerd Ascheid, Sascha Kegreiss
Inter-Lock: Logic Encryption for Processor Cores Beyond Module Boundaries. ETS (2019)
Mehmet Özgün Demir, Ozan Alp Topal, Guido Dartmann, Anke Schmeink, Gerd Ascheid, Günes Kurt, Ali Emre Pusane
Using Perfect Codes in Relay Aided Networks: A Security Analysis. WiMob (2019)
Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann
On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. EvoApplications (2019)
Gereon Führ, Seyit Halil Hamurcu, Diego Pala, Thomas Grass, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
Automatic Energy-Minimized HW/SW Partitioning for FPGA-Accelerated MPSoCs. IEEE Embed. Syst. Lett. 11 (3) (2019)
Mehmet Ozgun Demir, Gunes Karabulut Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane
Security analysis of hamming codes in relay aided networks. SIU (2018)
Mehmet Ozgun Demir, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid, Ali Emre Pusane
Security Analysis of Forward Error Correction Codes in Relay Aided Networks. GIIS (2018)
Stephan Schlupkothen, Bastian Prasse, Gerd Ascheid
Backtracking-based dynamic programming for resolving transmit ambiguities in WSN localization. EURASIP J. Adv. Signal Process. 2018 (2018)
Gereon Onnebrink, Rainer Leupers, Gerd Ascheid
ESL Black Box Power Estimation: Automatic Calibration for IEEE UPF 3.0 Power Models. RAPIDO (2018)
Semiha Tedik Basaran, Gunes Karabulut Kurt, Gulay Oke Gunel, Anke Schmeink, Gerd Ascheid, Guido Dartmann
The Safety Analysis: Disagreement of Wireless Communication-Based Consensus. IEEE Wirel. Commun. Lett. 7 (6) (2018)
Stephan Schlupkothen, Gerd Ascheid
Localization of ambiguously identifiable wireless agents: complexity analysis and efficient algorithms. EURASIP J. Adv. Signal Process. 2018 (2018)
Christoph Schorn, Andre Guntoro, Gerd Ascheid
Efficient On-Line Error Detection and Mitigation for Deep Neural Network Accelerators. SAFECOMP (2018)
Christoph Schorn, Andre Guntoro, Gerd Ascheid
Accurate neuron resilience prediction for a flexible reliability management in neural network accelerators. DATE (2018)
Dominik Auras, Sebastian Birke, Rainer Leupers, Gerd Ascheid
Reducing the Computational Complexity of ORVD-Trellis Search Based MIMO Detection. ICNC (2018)
Stephan Schlupkothen, Gerd Ascheid
Particle Filter Based Tracking of Highly Agile Wireless Agents via Random Input Sampling. WiSEE (2018)
Robert Lajos Bücs, Marcel Heistermann, Rainer Leupers, Gerd Ascheid
Multi-Scale Code Generation for Simulation-Driven Rapid ADAS Prototyping: the SMELT Approach. ICVES (2018)
Martin Andraud, Ahmed Hallawa, Jaro De Roose, Eugenio Cantatore, Gerd Ascheid, Marian Verhelst
Evolving hardware instinctive behaviors in resource-scarce agent swarms exploring hard-to-reach environments. GECCO (Companion) (2018)
Stephan Schlupkothen, Ahmed Hallawa, Gerd Ascheid
Evolutionary Algorithm Optimized Centralized Offline Localization and Mapping. ICNC (2018)
Robert Lajos Bücs, Rainer Leupers, Gerd Ascheid
Multi-Scale Multi-Domain Co-Simulation for Rapid ADAS Prototyping. APCCAS (2018)
Robert Lajos Bücs, Maximilian Fricke, Rainer Leupers, Gerd Ascheid, Stephan Tobies, Andreas Hoffmann
OHEX: OS-aware hybridization techniques for accelerating MPSoC full-system simulation. DATE (2018)
Robert Lajos Bücs, Pramod Lakshman, Jan Henrik Weinstock, Florian Walbroel, Rainer Leupers, Gerd Ascheid
A Multi-domain Co-simulation Ecosystem for Fully Virtual Rapid ADAS Prototyping. SMARTGREENS/VEHITS (Selected Papers) (2018)
Dominik Sisejkovic, Rainer Leupers, Gerd Ascheid, Simon Metzner
A Unifying logic encryption security metric. SAMOS (2018)
Sebastian Birke, Wei-Jhe Chen, Gaojian Wang, Dominik Auras, Chung-An Shen, Rainer Leupers, Gerd Ascheid
VLSI implementation of channel estimation for millimeter wave beamforming training. LASCAS (2018)
Kimon Cokona, Semiha Tedik Basaran, Emre Durmaz, Ezgi Oral, Gunes Karabulut Kurt, Gerd Ascheid, Guido Dartmann
Effect of channel fading on reaching consensus in multi-agent systems. SIU (2018)
Robert Lajos Bücs, Pramod Lakshman, Jan Henrik Weinstock, Florian Walbroel, Rainer Leupers, Gerd Ascheid
Fully Virtual Rapid ADAS Prototyping via a Joined Multi-domain Co-simulation Ecosystem. VEHITS (2018)
Jan Henrik Weinstock, Robert Lajos Bücs, Florian Walbroel, Rainer Leupers, Gerd Ascheid
AMVP - a high performance virtual platform using parallel systemC for multicore ARM architectures: work-in-progress. CODES+ISSS (2018)
Sebastian Vogel, Mengyu Liang, Andre Guntoro, Walter Stechele, Gerd Ascheid
Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base. ICCAD (2018)
Özge Cepheli, Guido Dartmann, Günes Karabulut-Kurt, Gerd Ascheid
A Joint Optimization Scheme for Artificial Noise and Transmit Filter for Half and Full Duplex Wireless Cyber Physical Systems. IEEE Trans. Sustain. Comput. 3 (2) (2018)
Hendrik Laux, Andreas Bytyn, Gerd Ascheid, Anke Schmeink, Gunes Karabulut Kurt, Guido Dartmann
Learning-based indoor localization for industrial applications. CF (2018)
Kaifeng Guo, Sida Dai, Gerd Ascheid
D2D Underlaying Massive MIMO TWRN With Opportunistic Energy Harvesting. IEEE Wirel. Commun. Lett. 6 (4) (2017)
Ahmed Hallawa, Jaro De Roose, Martin Andraud, Marian Verhelst, Gerd Ascheid
Instinct-driven dynamic hardware reconfiguration: evolutionary algorithm optimized compression for autonomous sensory agents. GECCO (Companion) (2017)
María H. Auras-Rodríguez, Anthony Zimmermann, Gerd Ascheid, Rainer Leupers
Using PEGs for Automatic Extraction of Memory Access Descriptions to Support Data-Parallel Pattern Recognition. PARMA-DITAM@HiPEAC (2017)
Jan Henrik Weinstock, Rainer Leupers, Gerd Ascheid
Accelerating MPSoC Simulation Using Parallel SystemC and Processor Sleep Models. RAPIDO (2017)
Sebastian Vogel, Andre Guntoro, Gerd Ascheid
Efficient hardware acceleration for approximate inference of bitwise deep neural networks. DASIP (2017)
Mehmet Ozgun Demir, Gunes Karabulut Kurt, Volker Lücken, Gerd Ascheid, Guido Dartmann
Impact of the communication channel on information theoretical privacy. ISIT (2017)
Miguel Angel Aguilar, Juan Fernando Eusse, Projjol Ray, Rainer Leupers, Gerd Ascheid, Weihua Sheng, Prashant Sharma
Towards Parallelism Extraction for Heterogeneous Multicore Android Devices. Int. J. Parallel Program. 45 (6) (2017)
Miguel Angel Aguilar, Abhishek Aggarwal, Awaid Shaheen, Rainer Leupers, Gerd Ascheid, Jerónimo Castrillón, Liam Fitzpatrick
Multi-grained performance estimation for MPSoC compilers: work-in-progress. CASES (2017)
Robert Lajos Bücs, Juan Sebastian Reyes Aristizabal, Rainer Leupers, Gerd Ascheid
Multi-level vehicle dynamics modeling and export for ADAS prototyping in a 3D driving environment. ITSC (2017)
Gaojian Wang, Shaghayegh Aghabozorgi Naeimi, Gerd Ascheid
Low complexity channel estimation based on DFT for short range communication. ICC (2017)
Gaojian Wang, Jiaxin Sun, Gerd Ascheid
Low complexity equalization algorithms for frequency selective millimeter wave channel. PIMRC (2017)
Kaifeng Guo, Satrajit Mukherjee, Gerd Ascheid
Wireless information and power transfer in MU-massive-MIMO with distributed antennas. ISWCS (2017)
Ahmed Hallawa, Stephan Schlupkothen, Giovanni Iacca, Gerd Ascheid
Energy-efficient environment mapping via evolutionary algorithm optimized multi-agent localization. GECCO (Companion) (2017)
Andreas Bytyn, Jannik Springer, Rainer Leupers, Gerd Ascheid
VLSI implementation of LS-SVM training and classification using entropy based subset-selection. ISCAS (2017)
Gereon Onnebrink, Florian Walbroel, Jonathan Klimt, Rainer Leupers, Gerd Ascheid, Luis Gabriel Murillo, Stefan Schürmans, Xiaotao Chen, YwhPyng Harn
DVFS-enabled power-performance trade-off in MPSoC SW application mapping. SAMOS (2017)
Kaifeng Guo, Sida Dai, Gerd Ascheid
Massive MIMO relaying assisted D2D with opportunistic energy harvesting. ICC (2017)
Özge Cepheli, Guido Dartmann, Gunes Karabulut Kurt, Gerd Ascheid
An encryption aware physical layer security system. ICC Workshops (2017)
Luechao Yuan, Cang Liu, Chuan Tang, Shan Huang, Anupam Chattopadhyay, Gerd Ascheid, Zuocheng Xing
A Flexible Divide-and-Conquer MPSoC Architecture for MIMO Interference Cancellation. IEEE Trans. Very Large Scale Integr. Syst. 25 (10) (2017)
Selahattin Gökceli, Özge Cepheli, Semiha Tedik Basaran, Günes Karabulut-Kurt, Guido Dartmann, Gerd Ascheid
How Effective is the Artificial Noise? Real-Time Analysis of a PHY Security Scenario. GLOBECOM Workshops (2017)
Miguel Angel Aguilar, Rainer Leupers, Gerd Ascheid, Juan Fernando Eusse
Extraction of recursion level parallelism for embedded multicore systems. SAMOS (2017)
Miguel Angel Aguilar, Rainer Leupers, Gerd Ascheid, Nikolaos Kavvadias, Liam Fitzpatrick
Schedule-aware loop parallelization for embedded MPSoCs by exploiting parallel slack. DATE (2017)
Mehmet Ozgun Demir, Selahattin Gökceli, Guido Dartmann, Volker Lücken, Gerd Ascheid, Günes Karabulut-Kurt
Utility Privacy Trade-Off for Noisy Channels in OFDM Systems. VTC Fall (2017)
Amrita Mishra, Anupama Rajoriya, Aditya K. Jagannatham, Gerd Ascheid
Sparse Bayesian learning-based channel estimation in millimeter wave hybrid MIMO systems. SPAWC (2017)
Ahmed Hallawa, Anil Yaman, Giovanni Iacca, Gerd Ascheid
A Framework for Knowledge Integrated Evolutionary Algorithms. EvoApplications (1) (2017)
Kaifeng Guo, Yan Guo, Gerd Ascheid
Power-Saving Transmission in MU-Massive-MIMO with Distributed Antennas and Security Guarantee. VTC Spring (2016)
Dominik Auras, Sebastian Birke, Tobias Piwczyk, Rainer Leupers, Gerd Ascheid
A flexible MCMC detector ASIC. ISOCC (2016)
Daniel Günther, Tomas Henriksson, Rainer Leupers, Gerd Ascheid
Mantissa-masking for energy-efficient floating-point LTE uplink MIMO baseband processing. DATE (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gerd Ascheid