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Zuzana Jelcicová
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 6
Top Topics
Pruning Algorithm
Resource Constrained
Feed Forward
Neural Network
Top Venues
CoRR
ACSSC
IEEE Trans. Very Large Scale Integr. Syst.
ASYNC
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Publications
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Zuzana Jelcicová
,
Evangelia Kasapaki
,
Oskar Andersson
,
Jens Sparsø
PeakEngine: A Deterministic On-the-Fly Pruning Neural Network Accelerator for Hearing Instruments.
IEEE Trans. Very Large Scale Integr. Syst.
32 (1) (2024)
Zuzana Jelcicová
,
Evangelia Kasapaki
,
Oskar Andersson
,
Jens Sparsø
A Min-Heap-Based Accelerator for Deterministic On-the-Fly Pruning in Neural Networks.
ISCAS
(2023)
Zuzana Jelcicová
,
Marian Verhelst
Delta Keyword Transformer: Bringing Transformers to the Edge through Dynamically Pruned Multi-Head Self-Attention.
CoRR
(2022)
Zuzana Jelcicová
,
Rasmus Jones
,
David Thorn Blix
,
Marian Verhelst
,
Jens Sparsø
PeakRNN and StatsRNN: Dynamic Pruning in Recurrent Neural Networks.
EUSIPCO
(2021)
Zuzana Jelcicová
,
Adrian Mardari
,
Oskar Andersson
,
Evangelia Kasapaki
,
Jens Sparsø
A Neural Network Engine for Resource Constrained Embedded Systems.
ACSSC
(2020)
Adrian Mardari
,
Zuzana Jelcicová
,
Jens Sparsø
Design and FPGA-implementation of Asynchronous Circuits Using Two-Phase Handshaking.
ASYNC
(2019)