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Wojciech Romaszkan
Wojciech Romaszkan
Graduate Student Researcher, University of California Los Angeles
Verified email at ucla.edu
Title
Cited by
Cited by
Year
Introducing the CTA concept
BS Acharya, M Actis, T Aghajani, G Agnetta, J Aguilar, F Aharonian, ...
Astroparticle physics 43, 3-18, 2013
7872013
Acoustic: Accelerating convolutional neural networks through or-unipolar skipped stochastic computing
W Romaszkan, T Li, T Melton, S Pamarti, P Gupta
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 768-773, 2020
232020
4 m Davies-Cotton telescope for the Cherenkov Telescope Array
R Moderski, JA Aguilar, A Barnacka, A Basili, V Boccone, L Bogacz, ...
arXiv preprint arXiv:1307.3137, 2013
22*2013
Status of the photomultiplier-based FlashCam camera for the Cherenkov Telescope Array
G Pühlhofer, C Bauer, F Eisenkolb, D Florin, C Föhr, A Gadola, F Garrecht, ...
Ground-based and Airborne Telescopes V 9145, 914531, 2014
182014
GEO: Generation and Execution Optimized Stochastic Computing Accelerator for Neural Networks
T Li, W Romaszkan, S Pamarti, P Gupta
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 689-694, 2021
102021
3PXNet: Pruned-Permuted-Packed XNOR Networks for Edge Machine Learning
W Romaszkan, T Li, P Gupta
ACM Transactions on Embedded Computing Systems (TECS) 19 (1), 1-23, 2020
102020
CTA contributions to the 33rd International Cosmic Ray Conference (ICRC2013)
O Abril, BS Acharya, M Actis, G Agnetta, JA Aguilar, F Aharonian, M Ajello, ...
9*2013
SWIS--Shared Weight bIt Sparsity for Efficient Neural Network Acceleration
S Li, W Romaszkan, A Graening, P Gupta
arXiv preprint arXiv:2103.01308, 2021
82021
A 4.4–75-TOPS/W 14-nm Programmable, Performance-and Precision-Tunable All-Digital Stochastic Computing Neural Network Inference Accelerator
W Romaszkan, T Li, R Garg, J Yang, S Pamarti, P Gupta
IEEE Solid-State Circuits Letters 5, 206-209, 2022
52022
FlashCam: a novel Cherenkov telescope camera with continuous signal digitization
A Gadola, C Bauer, F Eisenkolb, D Florin, C Föhr, F Garrecht, G Hermann, ...
Journal of Instrumentation 10 (01), C01014, 2015
52015
SASCHA—Sparsity-Aware Stochastic Computing Hardware Architecture for Neural Network Acceleration
W Romaszkan, T Li, P Gupta
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022
42022
FlashCam: A fully digital camera for the Cherenkov Telescope Array
G Pühlhofer, C Bauer, F Eisenkolb, D Florin, C Föhr, A Gadola, ...
arXiv preprint arXiv:1307.3677, 2013
42013
A 65nm 8-bit All-Digital Stochastic-Compute-In-Memory Deep Learning Processor
J Yang, T Li, W Romaszkan, P Gupta, S Pamarti
2022 IEEE Asian Solid-State Circuits Conference (A-SSCC), 10-11, 2022
22022
Efficient Machine Learning Acceleration at the Edge
W Romaszkan
UCLA, 2023
2023
The FlashCam Camera for the Medium-Sized Telescopes of CTA
Q Weitzel, C Kalkuhl, J Kasperek, U Straumann, F Garrecht, A Vollhardt, ...
PoS, 142, 2014
2014
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