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Taha Soliman
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Ultra-Low Power Flexible Precision FeFET Based Analog In-Memory Computing
T Soliman, F Müller, T Kirchner, T Hoffmann, H Ganem, E Karimov, T Ali, ...
2020 IEEE International Electron Devices Meeting (IEDM), 29.2. 1-29.2. 4, 2020
822020
FELIX: A Ferroelectric FET Based Low Power Mixed-Signal In-Memory Architecture for DNN Acceleration
T Soliman, N Laleni, T Kirchner, F Müller, A Shrivastava, T Kämpfe, ...
ACM Transactions on Embedded Computing Systems (TECS), 2022
212022
A ferroelectric fet based in-memory architecture for multi-precision neural networks
T Soliman, R Olivo, T Kirchner, M Lederer, T Kämpfe, A Guntoro, N Wehn
2020 IEEE 33rd International System-on-Chip Conference (SOCC), 96-101, 2020
122020
Efficient FeFET Crossbar Accelerator for Binary Neural Networks
T Soliman, R Olivo, T Kirchner, C De la Parra, M Lederer, T Kämpfe, ...
2020 IEEE 31st International Conference on Application-specific Systems …, 2020
102020
Demonstration of differential mode fefet-array-based imc-macro for realizing multiprecision mixed-signal ai accelerator
V Parmar, F Müller, JH Hsuen, SK Kingra, N Laleni, Y Raffel, M Lederer, ...
Advanced Intelligent System, 2023
92023
A Novel DRAM-Based Process-in-Memory Architecture and its Implementation for CNNs
C Sudarshan, T Soliman, C De la Parra, C Weis, L Ecco, M Jung, N Wehn, ...
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
92021
Fast validation of DRAM protocols with timed petri nets
M Jung, K Kraft, T Soliman, C Sudarshan, C Weis, N Wehn
Proceedings of the International Symposium on Memory Systems, 133-147, 2019
72019
Demonstration of Differential Mode Ferroelectric Field‐Effect Transistor Array‐Based in‐Memory Computing Macro for Realizing Multiprecision Mixed‐Signal Artificial Intelligence …
V Parmar, F Müller, JH Hsuen, SK Kingra, N Laleni, Y Raffel, M Lederer, ...
Advanced Intelligent Systems 5 (6), 2200389, 2023
42023
First Demonstration of In-Memory Computing Crossbar using Multi-level Cell FeFET
T Soliman, S Chatterjee, N Laleni, F Müller, T Kirchner, N Wehn, ...
Nature Communications, 2023
42023
In-Memory Computing exceeding 10000 TOPS/W using Ferroelectric Field Effect Transistors for EdgeAI Applications
N Laleni, T Soliman, F Mueller, S Mojumder, T Kirchner, M Lederer, ...
MikroSystemTechnik Congress 2021; Congress, 1-4, 2021
42021
A Weighted Current Summation based Mixed Signal DRAM-PIM Architecture for Deep Neural Network Inference
C Sudarshan, T Soliman, J Lappas, C Weis, MH Sadi, M Jung, A Guntoro, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2022
32022
Adaptable Approximation Based on Bit Decomposition for Deep Neural Network Accelerators
T Soliman, C De La Parra, A Guntoro, N Wehn
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
32021
Exploiting Resiliency for Kernel-wise CNN Approximation enabled by Adaptive Hardware Design
C De la Parra, A El-Yamany, T Soliman, A Kumar, N Wehn, A Guntoro
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
32021
Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation
C De la Parra, T Soliman, A Guntoro, A Kumar, N Wehn
IEEE Micro 42 (6), 17-24, 2022
22022
SimPyler: A Compiler-Based Simulation Framework for Machine Learning Accelerators
Y Braatz, DS Rieber, T Soliman, O Bringmann
2023 IEEE 34th International Conference on Application-specific Systems …, 2023
12023
MEMORY DEVICE AND METHOD FOR PERFORMING CONSECUTIVE MEMORY ACCESSES
A Guntoro, C Sudarshan, C Weis, LL Ecco, T Soliman, N Wehn
US Patent App. 17/746,065, 2022
12022
FeFET versus DRAM based PIM Architectures: A Comparative Study
C Sudarshan, T Soliman, T Kämpfe, C Weis, N Wehn
2022 IFIP/IEEE 30th International Conference on Very Large Scale Integration …, 2022
12022
Emerging In-memory Computing for Neural Networks
N Laleni, T Soliman, A Vardar, T Kampfe
Intelligent Edge-Embedded Technologies for Digitising Industry. Ed. by O …, 2022
12022
Enhancing the Utilization of Dot-Product Engines in Deep Learning Accelerators
T Soliman, A Runge, L Ecco
2020 IEEE International Parallel and Distributed Processing Symposium …, 2020
12020
APPARATUS COMPRISING A COMPARATOR DEVICE, AND OPERATING METHOD THEREFOR
T Soliman, T Kirchner
US Patent App. 18/491,168, 2024
2024
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