Zobrazeno 1 - 10
of 984
pro vyhledávání: '"Pedersen, Jens A."'
Event-based vision sensors are appealing because of their time resolution, higher dynamic range, and low-power consumption. They also provide data that is fundamentally different from conventional frame-based cameras: events are sparse, discrete, and
Externí odkaz:
http://arxiv.org/abs/2412.03259
Autor:
Abreu, Steven, Pedersen, Jens E.
The value of brain-inspired neuromorphic computers critically depends on our ability to program them for relevant tasks. Currently, neuromorphic hardware often relies on machine learning methods adapted from deep learning. However, neuromorphic compu
Externí odkaz:
http://arxiv.org/abs/2410.22352
In the quest for next-generation sequence modeling architectures, State Space Models (SSMs) have emerged as a potent alternative to transformers, particularly for their computational efficiency and suitability for dynamical systems. This paper invest
Externí odkaz:
http://arxiv.org/abs/2406.09477
Biological nervous systems constitute important sources of inspiration towards computers that are faster, cheaper, and more energy efficient. Neuromorphic disciplines view the brain as a coevolved system, simultaneously optimizing the hardware and th
Externí odkaz:
http://arxiv.org/abs/2405.00318
Autor:
Pedersen, Jens E., Abreu, Steven, Jobst, Matthias, Lenz, Gregor, Fra, Vittorio, Bauer, Felix C., Muir, Dylan R., Zhou, Peng, Vogginger, Bernhard, Heckel, Kade, Urgese, Gianvito, Shankar, Sadasivan, Stewart, Terrence C., Sheik, Sadique, Eshraghian, Jason K.
Publikováno v:
Nat Commun 15, 8122 (2024)
Spiking neural networks and neuromorphic hardware platforms that simulate neuronal dynamics are getting wide attention and are being applied to many relevant problems using Machine Learning. Despite a well-established mathematical foundation for neur
Externí odkaz:
http://arxiv.org/abs/2311.14641
Autor:
Razumov, Aleksandr, Heebøll, Holger R., Dummont, Mario, Terra, Osama, Dong, Bozhang, Riebesehl, Jasper, Varming, Poul, Pedersen, Jens E., Da Ros, Francesco, Bowers, John E., Zibar, Darko
Advanced digital signal processing techniques in combination with ultra-wideband balanced coherent detection have enabled a new generation of ultra-high speed fiber-optic communication systems, by moving most of the processing functionalities into di
Externí odkaz:
http://arxiv.org/abs/2305.08681
Autor:
Pedersen, Jens Egholm, Conradt, Jörg
Neuromorphic sensors imitate the sparse and event-based communication seen in biological sensory organs and brains. Today's sensors can emit many millions of asynchronous events per second, which is challenging to process on conventional computers. T
Externí odkaz:
http://arxiv.org/abs/2212.10719
Autor:
Henriksen, Martin Lahn, Pedersen, Jens-Christian, Jensen, Bjarke Bror Egede, Jørgensen, Bjarke, Eriksen, René Lynge, Hinge, Mogens
Publikováno v:
In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 15 January 2025 325
COVID-19 vaccines have been rolled out in many countries and with them a number of vaccination certificates. For instance, the EU is utilizing a digital certificate in the form of a QR-code that is digitally signed and can be easily validated through
Externí odkaz:
http://arxiv.org/abs/2111.12472
Autor:
Tsai, Chung-Che, Yang, Yung-Ning, Wang, Kuan, Chen, Yu-Chun E., Chen, Yi-Fong, Yang, Jen-Chang, Li, Zi-Lin, Huang, Haw-Ming, Pedersen, Jens Z., Incerpi, Sandra, Lee, Sheng-Yang, Lin, Hung-Yun, Whang-Peng, Jaqueline
Publikováno v:
In Heliyon 15 July 2024 10(13)