Design Approach for Ring Amplifiers. - Joschua Conrad; Patrick Vogelmann; Mohamed A. Mokhtar; Maurits Ortmanns (IEEE Trans. Circuits Syst., 2020)

Nonlinearity Modeling for Mixed-Signal Inference Accelerators in Training Frameworks. - Joschua Conrad; Biyi Jiang; Paul Kässer; Vasileios Belagiannis; Maurits Ortmanns (ICECS, 2021)

Too-Hot-to-Handle: Insights into Temperature and Noise Hyperparameters for Differentiable Neural-Architecture-Searches. - Joschua Conrad; Simon Wilhelmstätter; Rohan Asthana; Vasileios Belagiannis; Maurits Ortmanns (AICAS, 2024)

Attacking a Joint Protection Scheme for Deep Neural Network Hardware Accelerators and Models. - Simon Wilhelmstätter; Joschua Conrad; Devanshi Upadhyaya; Ilia Polian; Maurits Ortmanns (AICAS, 2024)

Enabling Power Side-Channel Attack Simulation on Mixed-Signal Neural Network Accelerators. - Simon Wilhelmstätter; Joschua Conrad; Devanshi Upadhyaya; Ilia Polian; Maurits Ortmanns (COINS, 2024)

Stability Prediction of Δ∑ Modulators using Artificial Neural Networks. - Paul Kaesser; Sebastian Kaltenstadler; Joschua Conrad; Johannes Wagner 003; Omar Ismail; Maurits Ortmanns (ISCAS, 2024)

Confidence Estimation and Boosting for Dynamic-Comparator Transient-Noise Analysis. - Joschua Conrad; John G. Kauffman; Simon Wilhelmstätter; Rohan Asthana; Vasileios Belagiannis; Maurits Ortmanns (NewCAS, 2024)

Multi-conditioned Graph Diffusion for Neural Architecture Search. - Rohan Asthana; Joschua Conrad; Youssef Dawoud; Maurits Ortmanns; Vasileios Belagiannis (Trans. Mach. Learn. Res., 2024)

Analysis of Dynamic Errors in Tri-level DACs for Continuous-Time Delta-Sigma Modulators. - Ahmed Abdelaal; Björn Driemeyer; Joschua Conrad; John G. Kauffman; Maurits Ortmanns (ISCAS, 2025)

PSumSim: A Simulator for Partial-Sum Quantization in Analog Matrix-Vector Multipliers. - Joschua Conrad; Simon Wilhelmstätter; Holger Mandry; Paul Kässer; Ahmed Abdelaal; Rohan Asthana; Vasileios Belagiannis; Maurits Ortmanns (ISCAS, 2025)

1/2CcellV2DD? An Energy Model for Compute-in-Memory SRAM Cells. - Simon Wilhelmstätter; Joschua Conrad; Johannes Stark; Devanshi Upadhyaya; Maël Gay; Ilia Polian; Maurits Ortmanns (SMACD, 2025)

Differentiable Cost Model for Neural-Network Accelerator Regarding Memory Hierarchy. - Joschua Conrad; Simon Wilhelmstätter; Rohan Asthana; Vasileios Belagiannis; Maurits Ortmanns (IEEE Trans. Circuits Syst. I Regul. Pap., 2025)