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of 37
pro vyhledávání: '"Wijekoon, Jayawan"'
Spike-based encoders represent information as sequences of spikes or pulses, which are transmitted between neurons. A prevailing consensus suggests that spike-based approaches demonstrate exceptional capabilities in capturing the temporal dynamics of
Externí odkaz:
http://arxiv.org/abs/2405.15927
Autor:
Alsakkal, MHD Anas, Wijekoon, Jayawan
This paper presents a novel FPGA-based neuromorphic cochlea, leveraging the general-purpose spike-coding algorithm, Spiketrum. The focus of this study is on the development and characterization of this cochlea model, which excels in transforming audi
Externí odkaz:
http://arxiv.org/abs/2405.15923
Autor:
Tang, Huajin, Gu, Pengjie, Wijekoon, Jayawan, Alsakkal, MHD Anas, Wang, Ziming, Shen, Jiangrong, Yan, Rui
Neuromorphic computing holds the promise to achieve the energy efficiency and robust learning performance of biological neural systems. To realize the promised brain-like intelligence, it needs to solve the challenges of the neuromorphic hardware arc
Externí odkaz:
http://arxiv.org/abs/2309.05430
Autor:
Tischler, Vanessa, Dudek, Piotr, Wijekoon, Jayawan, Majewski, Leszek A., Takeda, Yasunori, Tokito, Shizuo, Turner, Michael L.
Publikováno v:
In Organic Electronics February 2023 113
Akademický článek
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Autor:
Wijekoon, Jayawan
This thesis proposes a novel set of generic and compact biologically plausible VLSI (Very Large Scale Integration) neural circuits, suitable for implementing a parallel VLSI network that closely resembles the function of a small-scale neocortical net
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.542785
Publikováno v:
In Sensors & Actuators: A. Physical 15 October 2018 282:215-229
Autor:
Brown, Rebecca, Wijekoon, Jayawan H.B., Fernando, Anura, Johnstone, Edward D., Heazell, Alexander E.P.
Publikováno v:
In Medical Hypotheses September 2014 83(3):410-417
Autor:
Wijekoon, Jayawan H.B., Dudek, Piotr
Publikováno v:
In Journal of Neuroscience Methods 15 September 2012 210(1):93-109
Autor:
Wijekoon, Jayawan H.B., Dudek, Piotr
Publikováno v:
In Neural Networks March-April 2008 21(2-3):524-534