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Titlebook: Biologically Inspired Signal Processing for Chemical Sensing; Agustín Gutiérrez,Santiago Marco Book 2009 Springer-Verlag Berlin Heidelberg

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楼主: 恶化
发表于 2025-3-23 09:43:31 | 显示全部楼层
Anna Goy,Diego Magro,Marco Roverah this goal, the signal processing has to be adapted to work in complex environment. We have more than ten years experiments in the measure of environmental malodours in the field and this paper presents the minimal requirements that we consider essential for artificial olfaction system to become successful for this application.
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“Sloppy Engineering” and the Olfactory System of Insectsuse the strategy essentially rests on the law of large numbers. Taken as an inspiration for artificial olfaction, the analysis suggests a new paradigm of random kernel methods for odour and general pattern classification.
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Monitoring an Odour in the Environment with an Electronic Nose: Requirements for the Signal Processih this goal, the signal processing has to be adapted to work in complex environment. We have more than ten years experiments in the measure of environmental malodours in the field and this paper presents the minimal requirements that we consider essential for artificial olfaction system to become successful for this application.
发表于 2025-3-24 06:06:39 | 显示全部楼层
From ER Models to the Entity Modeletworks in the past. In recent work we have analyzed the olfactory pathway of insects as a pattern classification device with unstructured (random) connectivity. In this chapter I will review these and related results and discuss the implications for applications in artificial olfaction. As we will
发表于 2025-3-24 06:51:03 | 显示全部楼层
From ER Models to the Entity Modelted to be quite different from it. ANN typically lack scalability and mostly rely on supervised learning, both of which are biologically implausible features. Here we describe and evaluate a novel cortex-inspired hybrid algorithm. It is found to perform on par with a Support Vector Machine (SVM) in
发表于 2025-3-24 14:38:42 | 显示全部楼层
Patrick Lambrix,Eero Hyvönen,Chiara Ghidinimoth is almost as sensitive as a dog. The number of bombykol receptor neurons per antenna is 17,000, about 10,000-fold smaller than olfactory neurons found in dog noses. This high sensitivity is possible due to a very effective capture of odorant molecules and transport to the receptor neurons. The
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Lecture Notes in Computer Sciencecteristics of the odors. Clearly, such correlations are only possible if the sensing instrument captures information about molecular properties (e.g., functional group, carbon chain-length) to which biological receptors have affinity. Given that information about some of these molecular features can
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