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A survey of encoding techniques for signal processing in spiking neural networks
Biologically inspired spiking neural networks are increasingly popular in the field of artificial
intelligence due to their ability to solve complex problems while being power efficient. They …
intelligence due to their ability to solve complex problems while being power efficient. They …
Chemoresistive materials for electronic nose: Progress, perspectives, and challenges
An electronic nose (e‐nose) is a device that can detect and recognize odors and flavors
using a sensor array. It has received considerable interest in the past decade because it is …
using a sensor array. It has received considerable interest in the past decade because it is …
Introduction to spiking neural networks: Information processing, learning and applications
F Ponulak, A Kasinski - Acta neurobiologiae experimentalis, 2011 - ane.pl
The concept that neural information is encoded in the firing rate of neurons has been the
dominant paradigm in neurobiology for many years. This paradigm has also been adopted …
dominant paradigm in neurobiology for many years. This paradigm has also been adopted …
Principles of odor coding in vertebrates and artificial chemosensory systems
The biological olfactory system is the sensory system responsible for the detection of the
chemical composition of the environment. Several attempts to mimic biological olfactory …
chemical composition of the environment. Several attempts to mimic biological olfactory …
Spike encoding techniques for IoT time-varying signals benchmarked on a neuromorphic classification task
Spiking Neural Networks (SNNs), known for their potential to enable low energy
consumption and computational cost, can bring significant advantages to the realm of …
consumption and computational cost, can bring significant advantages to the realm of …
[HTML][HTML] Towards a chemiresistive sensor-integrated electronic nose: a review
Electronic noses have potential applications in daily life, but are restricted by their bulky size
and high price. This review focuses on the use of chemiresistive gas sensors, metal-oxide …
and high price. This review focuses on the use of chemiresistive gas sensors, metal-oxide …
Event-based sensing and signal processing in the visual, auditory, and olfactory domain: a review
The nervous systems converts the physical quantities sensed by its primary receptors into
trains of events that are then processed in the brain. The unmatched efficiency in information …
trains of events that are then processed in the brain. The unmatched efficiency in information …
Self-gating effect induced large performance improvement of ZnO nanocomb gas sensors
Much greater surface-to-volume ratio of hierarchical nanostructures renders them with
promising potential for high performance chemical sensing. In this work, crystalline …
promising potential for high performance chemical sensing. In this work, crystalline …
A CMOS single-chip gas recognition circuit for metal oxide gas sensor arrays
This paper presents a CMOS single-chip gas recognition circuit, which encodes sensor
array outputs into a unique sequence of spikes with the firing delay map** the strength of …
array outputs into a unique sequence of spikes with the firing delay map** the strength of …
Recognition of coffee using differential electronic nose
K Brudzewski, S Osowski… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper studies the application of the differential electronic nose for the recognition of
coffee, particularly the forgery of it, made by mixing two different quality coffee brands (the …
coffee, particularly the forgery of it, made by mixing two different quality coffee brands (the …