- CorrectNet+: Dealing with HW Non-Idealities in In-Memory-Computing Platforms by Error Suppression and Compensation. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024 mehr… BibTeX Volltext ( DOI )
- Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models. Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, ACM, 2024, 1-9 mehr… BibTeX Volltext ( DOI )
- Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks. Design, Automation and Test in Europe (DATE), 2024 mehr… BibTeX
- A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation. Design, Automation and Test in Europe (DATE), 2024 mehr… BibTeX
- ScanCamouflage: Obfuscating Scan Chains with Camouflaged Sequential and Logic Gates. Design, Automation and Test in Europe (DATE), 2024 mehr… BibTeX
- OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation. Design, Automation and Test in Europe (DATE), 2024 mehr… BibTeX
- Logic Design of Neural Networks for High-Throughput and Low-Power Applications. IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2024 mehr… BibTeX
- AutoBench: Automatic Testbench Generation and Evaluation Using LLMs for HDL Design. ACM/IEEE International Symposium on Machine Learning for CAD (MLCAD), ACM, 2024, 1-10 mehr… BibTeX Volltext ( DOI )
- Machine Learning in Advanced IC Design: A Methodological Survey. IEEE Design & Test 40 (1), 2023, 17-33 mehr… BibTeX Volltext ( DOI )
- Ferroelectric Ternary Content Addressable Memories for Energy Efficient Associative Search. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 42 (4), 2023, 1099-1112 mehr… BibTeX Volltext ( DOI )
- BRoCoM: A Bayesian Framework for Robust Computing on Memristor Crossbar. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 42 (7), 2023, 2136-2148 mehr… BibTeX Volltext ( DOI )
- A Novel and Efficient Block-Based Programming for ReRAM-Based Neuromorphic Computing. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023 mehr… BibTeX
- Countering Uncertainties in In-Memory-Computing Platforms with Statistical Training, Accuracy Compensation and Recursive Test. Design, Automation and Test in Europe (DATE), 2023 mehr… BibTeX
- NearUni: Near-Unitary Training for Efficient Optical Neural Networks. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023 mehr… BibTeX
- CorrectNet: Robustness Enhancement of Analog In-Memory Computing for Neural Networks by Error Suppression and Compensation. Design, Automation and Test in Europe (DATE), 2023 mehr… BibTeXWWW
- SteppingNet: A Stepping Neural Network with Incremental Accuracy Enhancement. Design, Automation and Test in Europe (DATE), 2023 mehr… BibTeXWWW
- Class-based Quantization for Neural Networks. Design, Automation and Test in Europe (DATE), 2023 mehr… BibTeX Volltext ( DOI ) WWW
- PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration. ACM/IEEE Design Automation Conference (DAC), 2023 mehr… BibTeX Volltext ( DOI ) WWW
- VirtualSync+: Timing Optimization with Virtual Synchronization. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022 mehr… BibTeX
- Generation of Distributed Monitors and Run-Time Verification of Invasive Applications – 8. In: Invasive Computing. FAU University Press, 2022, 229 -- 253 mehr… BibTeX
- Timing Camouflage Enabled State Machine Obfuscation. IEEE International Conference on Physical Assurance and Inspection of Electronics (PAINE), 2022 mehr… BibTeX
- Energy Efficient Data Search Design and Optimization Based on A Compact Ferroelectric FET Content Addressable Memory. ACM/IEEE Design Automation Conference (DAC), 2022 mehr… BibTeX
- Power-Efficient and Robust Nonlinear Demapper for 64QAM Using in-Memory Computing. European Conference on Optical Communication (ECOC), 2022 mehr… BibTeX
- Aging Aware Retraining for Memristor-based Neuromorphic Computing. The IEEE International Symposium on Circuits and Systems (ISCAS), 2022 mehr… BibTeX
- RRAM-based Neuromorphic Computing-Data Representation, Architecture, Logic, and Programming. Euromicro Conference on Digital Systems Design (DSD), 2022 mehr… BibTeX
- A Reconfigurable Multiplier for Signed Multiplications with Asymmetric Bit-widths. ACM Journal on Emerging Technologies in Computing Systems (JETC) - Special Issue on Cross-Layer System Design and Regular Papers, 2021 mehr… BibTeX
- PathDriver+: Enhanced Path-Driven Architecture Design for Flow-Based Microfluidic Biochips. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2021 mehr… BibTeX
- Bayesian Inference Based Robust Computing on Memristor Crossbar. ACM/IEEE Design Automation Conference (DAC), 2021 mehr… BibTeX
- Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2021 mehr… BibTeX
- Energy-Aware Designs of Ferroelectric Ternary Content Addressable Memory. Design, Automation and Test in Europe (DATE), 2021 mehr… BibTeX
- Hardware-Software Codesign of Weight Reshaping and Systolic Array Multiplexing for Efficient CNNs. Design, Automation and Test in Europe (DATE), 2021 mehr… BibTeX
- An Efficient Programming Framework for Memristor-based Neuromorphic Computing. Design, Automation and Test in Europe (DATE), 2021 mehr… BibTeX
- Robustness of Neuromorphic Computing with RRAM-based Crossbars and Optical Neural Networks. IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2021 mehr… BibTeX
- TimingCamouflage+: Netlist Security Enhancement with Unconventional Timing. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 39 (12), 2020, 4482-4495 mehr… BibTeX Volltext ( DOI )
- PathDriver: A Path-Driven Architectural Synthesis Flow for Continuous-Flow Microfluidic Biochips. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2020 mehr… BibTeX
- Timing Resilience for Efficient and Secure Circuits. IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), 2020 mehr… BibTeX
- Reliable and Robust RRAM-based Neuromorphic computing. ACM Great Lakes Symposium on VLSI (GLSVLSI), 2020 mehr… BibTeX
- Lifetime Enhancement for RRAM-Based Computing-In-Memory Engine Considering Aging and Thermal Effects. IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020 mehr… BibTeX
- Countering Variations and Thermal Effects for Accurate Optical Neural Networks. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2020 mehr… BibTeX
- Statistical Training for Neuromorphic Computing using Memristor-based Crossbars Considering Process Variations and Noise. Design, Automation and Test in Europe (DATE), 2020 mehr… BibTeX
- EffiTest2: Efficient Delay Test and Prediction for Post-Silicon Clock Skew Configuration under Process Variations. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2019 mehr… BibTeX Volltext ( DOI )
- Aging-aware Lifetime Enhancement for Memristor-based Neuromorphic Computing. Design, Automation and Test in Europe (DATE), 2019 mehr… BibTeX
- Design-Phase Buffer Allocation for Post-Silicon Clock Binning by Iterative Learning. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 37 (2), 2018, 392--405 mehr… BibTeX Volltext ( DOI )
- EffiTest2: Efficient Delay Test and Prediction for Post-Silicon Clock Skew Configuration under Process Variations. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2018 mehr… BibTeX Volltext ( DOI )
- Timing with Virtual Signal Synchronization for Circuit Performance and Netlist Security. IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018 mehr… BibTeX
- VirtualSync: Timing Optimization by Synchronizing Logic Waves with Sequential and Combinational Components as Delay Units. ACM/IEEE Design Automation Conference (DAC), 2018 mehr… BibTeX
- TimingCamouflage: Improving Circuit Security against Counterfeiting by Unconventional Timing. Design, Automation and Test in Europe (DATE), 2018 mehr… BibTeX
- Application of Machine Learning Methods in Post-Silicon Yield Improvement. IEEE International System on Chip Conference (SOCC), 2017 mehr… BibTeX
- Sampling-based Buffer Insertion for Post-Silicon Yield Improvement under Process Variability. Design, Automation and Test in Europe (DATE), 2016 mehr… BibTeX
- EffiTest: Efficient Delay Test and Statistical Prediction for Configuring Post-silicon Tunable Buffers (Best paper award nomination). ACM/IEEE Design Automation Conference (DAC), 2016 mehr… BibTeX
- PieceTimer: A Holistic Timing Analysis Framework Considering Setup/Hold Time Interdependency Using A Piecewise Model. IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2016 mehr… BibTeX
- Effizienter Verzögerungstest zur Optimierung der Taktfrequenz einer Schaltung durch nach der Fertigung konfigurierbare Puffer. edaWorkshop, 2016 mehr… BibTeX
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