A survey of encoding techniques for signal processing in spiking neural networks

D Auge, J Hille, E Mueller, A Knoll - Neural Processing Letters, 2021 - Springer
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 …

Chemoresistive materials for electronic nose: Progress, perspectives, and challenges

SY Park, Y Kim, T Kim, TH Eom, SY Kim, HW Jang - InfoMat, 2019 - Wiley Online Library
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 …

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 …

Principles of odor coding in vertebrates and artificial chemosensory systems

I Manzini, D Schild, C Di Natale - Physiological reviews, 2022 - journals.physiology.org
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 …

[HTML][HTML] Towards a chemiresistive sensor-integrated electronic nose: a review

SW Chiu, KT Tang - Sensors, 2013 - mdpi.com
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 …

Event-based sensing and signal processing in the visual, auditory, and olfactory domain: a review

MH Tayarani-Najaran, M Schmuker - Frontiers in Neural Circuits, 2021 - frontiersin.org
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 …

Self-gating effect induced large performance improvement of ZnO nanocomb gas sensors

X Pan, X Liu, A Bermak, Z Fan - ACS nano, 2013 - ACS Publications
Much greater surface-to-volume ratio of hierarchical nanostructures renders them with
promising potential for high performance chemical sensing. In this work, crystalline …

A CMOS single-chip gas recognition circuit for metal oxide gas sensor arrays

KT Ng, F Boussaid, A Bermak - IEEE Transactions on Circuits …, 2011 - ieeexplore.ieee.org
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 …

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 …