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Taras Iakymchuk
Taras Iakymchuk
Plumerai, University of Valencia, Wroclaw University of Technology
Adresse e-mail validée de plumerai.com
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Simplified spiking neural network architecture and STDP learning algorithm applied to image classification
T Iakymchuk, A Rosado-Muñoz, JF Guerrero-Martínez, ...
EURASIP Journal on Image and Video Processing 2015, 1-11, 2015
1382015
A novel systolic parallel hardware architecture for the FPGA acceleration of feedforward neural networks
LD Medus, T Iakymchuk, JV Frances-Villora, M Bataller-Mompeán, ...
IEEE Access 7, 76084-76103, 2019
562019
Temperature-based covert channel in FPGA systems
T Iakymchuk, M Nikodem, K Kępa
6th International Workshop on Reconfigurable Communication-centric Systems …, 2011
492011
An AER handshake-less modular infrastructure PCB with x8 2.5 Gbps LVDS serial links
T Iakymchuk, A Rosado, T Serrano-Gotarredona, B Linares-Barranco, ...
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 1556-1559, 2014
402014
On multiple AER handshaking channels over high-speed bit-serial bidirectional LVDS links with flow-control and clock-correction on commercial FPGAs for scalable neuromorphic …
A Yousefzadeh, M Jabłoński, T Iakymchuk, A Linares-Barranco, A Rosado, ...
IEEE transactions on biomedical circuits and systems 11 (5), 1133-1147, 2017
352017
Fast spiking neural network architecture for low-cost FPGA devices
T Iakymchuk, A Rosado, JV Frances, M Batallre
7th International Workshop on Reconfigurable and Communication-Centric …, 2012
272012
Hardware-efficient matrix inversion algorithm for complex adaptive systems
A Rosado, T Iakymchuk, M Bataller, M Wegrzyn
2012 19th IEEE international conference on electronics, circuits, and …, 2012
212012
High resistance measurement circuit for fiber materials: Application to moisture content estimation
S Casans, T Iakymchuk, A Rosado-Muñoz
measurement 119, 167-174, 2018
132018
Movement detection with event-based cameras: comparison with frame-based cameras in robot object tracking using powerlink communication
J Barrios-Avilés, T Iakymchuk, J Samaniego, LD Medus, A Rosado-Muñoz
Electronics 7 (11), 304, 2018
122018
Anscalable matrix computing unit architecture for FPGA, and SCUMO user design interface
A Abbaszadeh, T Iakymchuk, M Bataller-Mompeán, JV Francés-Villora, ...
Electronics 8 (1), 94, 2019
112019
Versatile direct and transpose matrix multiplication with chained operations: An optimized architecture using circulant matrices
T Iakymchuk, A Rosado-Munoz, MB Mompéan, JVF Villora, EO Osimiry
IEEE Transactions on Computers 65 (11), 3470-3479, 2016
82016
Hardware-accelerated spike train generation for neuromorphic image and video processing
T Iakymchuk, A Rosado-Munoz, M Bataller-Mompean, ...
2014 IX Southern Conference on Programmable Logic (SPL), 1-6, 2014
82014
Powerlink and ethernet/ip comparison as robust industrial ethernet protocols
J Barrios-Avilés, A Rosado-Muñoz, T Iakymchuk, M García-Chulbi
IFAC-PapersOnLine 50 (1), 363-368, 2017
72017
Novel resistance measurement method: Analysis of accuracy and thermal dependence with applications in fiber materials
S Casans, A Rosado-Muñoz, T Iakymchuk
Sensors 16 (12), 2129, 2016
72016
Simplified spiking neural network architecture and STDP learning algorithm applied to image classification. EURASIP J. Image Video Process. 2015 (1), 4 (2015)
T Iakymchuk, A Rosado-Muñoz, JF Guerrero-Martínez, ...
62015
Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems
A Yousefzadeh, M Jabłoński, T Iakymchuk, A Linares-Barranco, A Rosado, ...
2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017
42017
Frequency spike encoding using Gabor-like receptive fields
T Iakymchuk, A Rosado-Munoz, M Bataller-Mompeán, ...
IFAC Proceedings Volumes 47 (3), 701-706, 2014
22014
An Event-based Fast Movement Detection Algorithm for a Positioning Robot Using POWERLINK Communication
J Barrios-Avilés, T Iakymchuk, J Samaniego, A Rosado-Munoz
arXiv preprint arXiv:1707.07188, 2017
12017
Spiking Neural Networks models targeted for implementation on Reconfigurable Hardware
T Iakymchuk
Universitat de València, 2017
12017
Event-based encoding from digital magnetic compass and ultrasonic distance sensor for navigation in mobile systems
J Barrios-Avilés, T Iakymchuk, A Rosado-Muñoz, JV Francés-Villora, ...
2016 IEEE 14th International Conference on Industrial Informatics (INDIN …, 2016
12016
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