28 nm HKMG-based current limited FeFET crossbar-array for inference application S De, F Müller, S Thunder, S Abdulazhanov, N Laleni, M Lederer, T Ali, ... IEEE Transactions on Electron Devices 69 (12), 7194-7198, 2022 | 32 | 2022 |
Synergistic Approach of Interfacial Layer Engineering and READ-Voltage Optimization in HfO2-Based FeFETs for In-Memory-Computing Applications Y Raffel, S De, M Lederer, RR Olivo, R Hoffmann, S Thunder, L Pirro, ... ACS applied electronic materials 4 (11), 5292-5300, 2022 | 26 | 2022 |
Ferroelectric Content-Addressable Memory Cells with IGZO Channel: Impact of Retention Degradation on the Multibit Operation MR Sk, S Thunder, D Lehninger, S Sanctis, Y Raffel, M Lederer, ... ACS Applied Electronic Materials 5 (2), 812-820, 2023 | 17 | 2023 |
Interfacial layer engineering to enhance noise immunity of fefets for imc applications Y Raffel, S Thunder, M Lederer, R Olivo, R Hoffmann, L Pirro, S Beyer, ... 2022 International Conference on IC Design and Technology (ICICDT), 8-11, 2022 | 17 | 2022 |
Bending resistant multibit memristor for flexible precision inference engine application P Pal, KJ Lee, S Thunder, S De, PT Huang, T Kämpfe, YH Wang IEEE Transactions on Electron Devices 69 (8), 4737-4743, 2022 | 13 | 2022 |
1f-1t array: Current limiting transistor cascoded fefet memory array for variation tolerant vector-matrix multiplication operation MR Sk, S Thunder, F Müller, N Laleni, Y Raffel, M Lederer, L Pirro, ... IEEE Transactions on Nanotechnology 22, 424-429, 2023 | 12 | 2023 |
Ultra low power 3D-embedded convolutional neural network cube based on α-IGZO nanosheet and bi-layer resistive memory S Thunder, P Pal, YH Wang, PT Huang 2021 International Conference on IC Design and Technology (ICICDT), 1-4, 2021 | 10 | 2021 |
Benchmarking the performance of heterogeneous stacked RRAM with CFETSRAM and MRAM for deep neural network application amidst variation and noise P Pal, S Thunder, MJ Tsai, PT Huang, YH Wang 2021 International Symposium on VLSI Technology, Systems and Applications …, 2021 | 10 | 2021 |
Low-power vertically stacked one time programmable multibit IGZO-based BEOL compatible ferroelectric TFT memory devices with lifelong retention for monolithic 3D-inference … S De, S Thunder, D Lehninger, MPM Jank, M Lederer, Y Raffel, K Seidel, ... Embedded Artificial Intelligence, 37-43, 2023 | 9 | 2023 |
28nm high-k-metal gate ferroelectric field effect transistors based artificial synapses S De, Y Raffel, S Thunder, F Müller, M Lederer, T Kaempfe Authorea Preprints, 2022 | 9 | 2022 |
Monolithic-3D inference engine with IGZO based ferroelectric thin film transistor synapses S De, M Lederer, Y Raffel, D Lehninger, S Thunder, MPM Jank, T Ali, ... Authorea Preprints, 2022 | 8 | 2022 |
28 nm high-k-metal gate ferroelectric field effect transistors based synapses—A comprehensive overview Y Raffel, F Müller, S Thunder, MR Sk, M Lederer, L Pirro, S Beyer, ... Memories-Materials, Devices, Circuits and Systems 4, 100048, 2023 | 7 | 2023 |
Gate-stack engineered IGZO-based multi-bit OTP FeTFT with lifelong retention for inference engine applications S De, S Thunder, FX Liang, D Lehninger, HH Le, M Lederer, F Müller, ... TechRxiv. Preprint. https://doi. org/10.36227/techrxiv 19491221, v2, 2022 | 5 | 2022 |
Achieving excellent neuromorphic performance of si: hfo2-based fefets by interface fluorination Y Raffel, S De, R Olivo, S Thunder, R Hoffmann, K Seidel, T Kämpfe, ... 53rd IEEE Semiconductor Interface Specialists Conference (SISC), 2022 | 4 | 2022 |
Application of Ferroelectrics: Monolithic‐3D Inference Engine with IGZO Based Ferroelectric Thin Film Transistor Synapses S De, M Lederer, Y Raffel, D Lehninger, S Thunder, MPM Jank, T Ali, ... Advanced Ultra Low‐Power Semiconductor Devices: Design and Applications, 235-260, 2023 | 1 | 2023 |
Design of Variation-Tolerant 1F-1T Memory Array for Neuromorphic Computing MSK Rana, S Thunder, F Müller, N Laleni, Y Raffel, M Lederer, L Pirro, ... Authorea Preprints, 2023 | 1 | 2023 |
Analytic modeling of optical recirculating loop to define the constraints of using it as optical buffer S De, M Jyothish, S Thunder 2017 International Conference on Computer, Electrical & Communication …, 2017 | 1 | 2017 |
3T-1R Analog Write and Digital Read of MRAM for RNG and Low Power Memory Application T Egler, H Dittmann, S Thunder, A Useinov arXiv preprint arXiv:2204.14204, 2022 | | 2022 |
Variation Aware Training of Hybrid Precision Neural Networks with 28nm HKMG FeFET Based Synaptic Core S Thunder, PT Huang arXiv preprint arXiv:2202.10912, 2022 | | 2022 |
A Variation-Tolerant Deep Learning Training Framework for Emerging Computation-in-Memory Circuits S Thunder PQDT-Global, 2021 | | 2021 |