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Browsing University of Hertfordshire by Author "Nowotny, Thomas"
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Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system
Diamond, A; Schmuker, M; Berna, A Z; Trowell, S; Nowotny, Thomas (2016-02-18)In many application domains, conventional e-noses are frequently outperformed in both speed and accuracy by their biological counterparts. Exploring potential bio-inspired improvements, we note a number of neuronal network ... -
Comparing Neuromorphic Solutions in Action : Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms
Diamond, Alan; Nowotny, Thomas; Schmuker, Michael (2016-01-08)Neuromorphic computing employs models of neuronal circuits to solve computing problems. Neuromorphic hardware systems are now becoming more widely available and "neuromorphic algorithms" are being developed. As they are ... -
Editorial: Advances in Computational Neuroscience
Nowotny, Thomas; van Albada, Sacha J.; Fellous, Jean-Marc; Haas, Julie S.; Jolivet, Renaud B.; Metzner, Christoph; Sharpee, Tatyana (2022-01-24) -
An unsupervised neuromorphic clustering algorithm
Diamond, Alan; Schmuker, Michael; Nowotny, Thomas (2019-08-01)Brains perform complex tasks using a fraction of the power that would be required to do the same on a conventional computer. New neuromorphic hardware systems are now becoming widely available that are intended to emulate ...