Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Shirin Dora"'
Publikováno v:
Mathematics, Vol 12, Iss 18, p 2846 (2024)
This paper presents an interpretable, spiking neural classifier (IpT-SNC) with time-varying weights. IpT-SNC uses a two-layered spiking neural network (SNN) architecture in which weights of synapses are modeled using amplitude-modulated, time-varying
Externí odkaz:
https://doaj.org/article/c87dad42085e40719d94f7481f649a06
Publikováno v:
Frontiers in Computational Neuroscience, Vol 18 (2024)
Predictive coding (PC) is an influential theory in neuroscience, which suggests the existence of a cortical architecture that is constantly generating and updating predictive representations of sensory inputs. Owing to its hierarchical and generative
Externí odkaz:
https://doaj.org/article/713c72276f8d44a08c5cc98cca48e404
Autor:
Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander Bohte, Cyriel M.A. Pennartz
Publikováno v:
Frontiers in Robotics and AI, Vol 8 (2021)
Recognising familiar places is a competence required in many engineering applications that interact with the real world such as robot navigation. Combining information from different sensory sources promotes robustness and accuracy of place recogniti
Externí odkaz:
https://doaj.org/article/1ba0d9494f3d4429ab2f0f7f75996c4c
Publikováno v:
Frontiers in Computational Neuroscience, Vol 15 (2021)
Predictive coding provides a computational paradigm for modeling perceptual processing as the construction of representations accounting for causes of sensory inputs. Here, we developed a scalable, deep network architecture for predictive coding that
Externí odkaz:
https://doaj.org/article/3749bdc028f148818051bdd8867144e3
Autor:
Shirin Dora, Nikola Kasabov
Publikováno v:
Big Data and Cognitive Computing, Vol 5, Iss 4, p 67 (2021)
Deep neural networks with rate-based neurons have exhibited tremendous progress in the last decade. However, the same level of progress has not been observed in research on spiking neural networks (SNN), despite their capability to handle temporal da
Externí odkaz:
https://doaj.org/article/01f8c5ecbf4f427a9f7f2730a6459a6d
Publikováno v:
Sensors, Vol 21, Iss 14, p 4688 (2021)
In the last decade, there has been a significant increase in the number of people diagnosed with dementia. With diminishing public health and social care resources, there is substantial need for assistive technology-based devices that support indepen
Externí odkaz:
https://doaj.org/article/b2866b30480a4d70bfe0abf768d873ed
Predictive coding (PC) is an influential theory in neuroscience, which suggests the existence of a cortical architecture that is constantly generating and updating predictive representations of sensory inputs. Owing to its hierarchical and generative
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::881ab577a6c93b189f7e44412bf9a2da
https://doi.org/10.1101/2023.04.03.535317
https://doi.org/10.1101/2023.04.03.535317
Publikováno v:
Multimedia Tools and Applications.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a87c7c330220cc7fa7814bc70d01f9f7
https://doi.org/10.1007/s11042-023-14509-8
https://doi.org/10.1007/s11042-023-14509-8
Publikováno v:
2022 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8c161d510a5bdf175710f4e4c500a09a
https://doi.org/10.1109/aim52237.2022.9863412
https://doi.org/10.1109/aim52237.2022.9863412
Publikováno v:
Multimedia Tools and Applications. 80:6509-6533
A solar panel is array of Photo-Voltaic modules (PVC) that are mounted together in a mechanical frame and are placed in the open fields so that sunlight impinges on those cells to produce electricity. The effectiveness of solar panels is cogently res
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7c22c1f634b9c96548ff67bdeb954f5f
https://doi.org/10.1007/s11042-020-09915-1
https://doi.org/10.1007/s11042-020-09915-1