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Jelcicova, Zuzana
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1

PeakEngine: A Deterministic On-the-Fly Pruning Neural Netwo..:

Jelčicová, Zuzana ; Kasapaki, Evangelia ; Andersson, Oskar.
IEEE Transactions on Very Large Scale Integration (VLSI) Systems.  32 (2024)  1 - p. 150-163 , 2024
Link: https://doi.org/10.1109/..
 
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2

A Min-Heap-Based Accelerator for Deterministic On-the-Fly P..:

, In: 2023 IEEE International Symposium on Circuits and Systems (ISCAS),
Jelcicova, Zuzana ; Kasapaki, Evangelia ; Andersson, Oskar. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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3

A Neural Network Engine for Resource Constrained Embedded S..:

, In: 2020 54th Asilomar Conference on Signals, Systems, and Computers,
Jelcicova, Zuzana ; Mardari, Adrian ; Andersson, Oskar.. - p. 125-131 , 2020
Link: https://doi.org/10.1109/..
 
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4

PeakEngine: A Deterministic On-the-Fly Pruning Neural Netwo..:

Jelcicova, Zuzana ; Kasapaki, Evangelia ; Andersson, Oskar.
https://orbit.dtu.dk/en/publications/48c517d2-8234-474f-9cda-0ef08d08b158.  , 2023
Link: https://orbit.dtu.dk/en/..
 
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5

PeakRNN and StatsRNN: Dynamic Pruning in Recurrent Neural N..:

Jelcicova, Zuzana ; Jones, Rasmus Thomas ; Blix, David Thorn..
Jelcicova , Z , Jones , R T , Blix , D T , Verhelst , M & Sparsø , J 2022 , PeakRNN and StatsRNN: Dynamic Pruning in Recurrent Neural Networks . in Proceedings of 29 th European Signal Processing Conference . IEEE , 29 th European Signal Processing Conference , Dublin , Ireland , 23/08/2021 . https://doi.org/10.23919/EUSIPCO54536.2021.9616033.  , 2022
Link: https://orbit.dtu.dk/en/..
 
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6

Embedded Neural Networks in Resource-Constrained Hearing In..:

Jelcicová, Zuzana
Jelcicová , Z 2022 , Embedded Neural Networks in Resource-Constrained Hearing Instruments . Technical University of Denmark ..  , 2022
Link: https://orbit.dtu.dk/en/..
 
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7

Delta Keyword Transformer: Bringing Transformers to the Edg..:

Jelčicová, Zuzana ; Verhelst, Marian
Jelčicová , Z & Verhelst , M 2022 , Delta Keyword Transformer: Bringing Transformers to the Edge through Dynamically Pruned Multi-Head Self-Attention . in Proceedings of tinyML Research Symposium'22 . tinyML Research Symposium'22 , San Francisco , California , United States , 28/03/2022 ..  , 2022
Link: https://orbit.dtu.dk/en/..
 
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8

Delta Keyword Transformer: Bringing Transformers to the Edg..:

Jelčicová, Zuzana ; Verhelst, Marian
http://arxiv.org/abs/2204.03479.  , 2022
Link: http://arxiv.org/abs/220..
 
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9

A Neural Network Engine for Resource Constrained Embedded S..:

Jelcicova, Zuzana ; Mardari, Adrian ; Andersson, Oskar..
https://orbit.dtu.dk/en/publications/4cea061a-a5ec-4426-8567-2cb2ca6ac494.  , 2020
Link: https://orbit.dtu.dk/en/..
 
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