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Hannig, Frank
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1

SNN vs. CNN Implementations on FPGAs: An Empirical Evaluati..:

, In: Applied Reconfigurable Computing. Architectures, Tools, and Applications; Lecture Notes in Computer Science,
Plagwitz, Patrick ; Hannig, Frank ; Teich, Jürgen. - p. 3-18 , 2024
Link: https://doi.org/10.1007/..
 
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2

Hardware-Aware Evolutionary Explainable Filter Pruning for ..:

Heidorn, Christian ; Sabih, Muhammad ; Meyerhöfer, Nicolai...
International Journal of Parallel Programming.  52 (2024)  1-2 - p. 40-58 , 2024
Link: https://doi.org/10.1007/..
 
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3

Robust and Tiny Binary Neural Networks using Gradient-based..:

, In: Proceedings of the 3rd Workshop on Machine Learning and Systems,
Sabih, Muhammad ; Yayla, Mikail ; Hannig, Frank.. - p. 87-93 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Special Issue on Applied Reconfigurable Computing:

Hannig, Frank ; Derrien, Steven
Journal of Signal Processing Systems.  94 (2022)  9 - p. 847-848 , 2022
Link: https://doi.org/10.1007/..
 
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5

DyFiP : explainable AI-based dynamic filter pruning of c..:

, In: Proceedings of the 2nd European Workshop on Machine Learning and Systems,
Sabih, Muhammad ; Hannig, Frank ; Teich, Jürgen - p. 109-115 , 2022
Link: https://dl.acm.org/doi/1..
 
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6

MOSP: Multi-Objective Sensitivity Pruning of Deep Neural Ne..:

, In: 2022 IEEE 13th International Green and Sustainable Computing Conference (IGSC),
Sabih, Muhammad ; Mishra, Ashutosh ; Hannig, Frank. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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7

TRAC: Compilation-Based Design of Transformer Accelerators ..:

, In: 2022 32nd International Conference on Field-Programmable Logic and Applications (FPL),
Plagwitz, Patrick ; Hannig, Frank ; Teich, Jurgen - p. 17-23 , 2022
Link: https://doi.org/10.1109/..
 
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8

Hardware-Aware Evolutionary Filter Pruning:

, In: Lecture Notes in Computer Science; Embedded Computer Systems: Architectures, Modeling, and Simulation,
Heidorn, Christian ; Meyerhöfer, Nicolai ; Schinabeck, Christian.. - p. 283-299 , 2022
Link: https://doi.org/10.1007/..
 
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9

Precision- and Accuracy-Reconfigurable Processor Architectu..:

Brand, Marcel ; Hannig, Frank ; Keszocze, Oliver.
IEEE Transactions on Circuits and Systems II: Express Briefs.  69 (2022)  6 - p. 2661-2666 , 2022
Link: https://doi.org/10.1109/..
 
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10

System-Level Optimization and Code Generation for Graphics ..:

Qiao, Bo , 2021
Link: https://nbn-resolving.de..
 
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11

Symbolic Loop Compilation for Tightly Coupled Processor Arr..:

Witterauf, Michael ; Walter, Dominik ; Hannig, Frank.
ACM Transactions on Embedded Computing Systems (TECS).  20 (2021)  5 - p. 1-31 , 2021
Link: https://dl.acm.org/doi/1..
 
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12

Efficient Application of Tensor Core Units for Convolving I..:

, In: Proceedings of the 24th International Workshop on Software and Compilers for Embedded Systems,
Groth, Stefan ; Teich, Jürgen ; Hannig, Frank - p. 1-6 , 2021
Link: https://dl.acm.org/doi/1..
 
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13

Introduction to the Special Issue on Application-Specific S..:

Hannig, Frank ; Koch, Dirk
Journal of Signal Processing Systems.  93 (2021)  12 - p. 1363-1364 , 2021
Link: https://doi.org/10.1007/..
 
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14

Symbolic Loop Compilation for Tightly Coupled Processor Arr..:

Witterauf, Michael ; Walter, Dominik ; Hannig, Frank.
ACM Transactions on Embedded Computing Systems.  20 (2021)  5 - p. 1-31 , 2021
Link: https://doi.org/10.1145/..
 
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15

HighPerMeshes – A Domain-Specific Language for Numerical Al..:

, In: Euro-Par 2020: Parallel Processing Workshops; Lecture Notes in Computer Science,
Alhaddad, Samer ; Förstner, Jens ; Groth, Stefan... - p. 185-196 , 2021
Link: https://doi.org/10.1007/..
 
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