Michael Schmuker

University of Hertfordshire — United Kingdom

Neuroscience · Life Sciences

22h-index2.6kcitations114works3.72yr avg
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Research Topics

Olfactory and Sensory Function Studies(47), Advanced Chemical Sensor Technologies(38), Neurobiology and Insect Physiology Research(37), Advanced Memory and Neural Computing(27), Insect Pheromone Research and Control(24)

Publications113 total

ConfDENSE: A conformer aware electron density based machine learning paradigm for navigating the odorant landscape
2026Open Access
Neuromorphic Circuit for Temporal Odor Encoding in Turbulent Environments
IEEE Sensors Journal·2025
Computational modelling of olfactory receptors
Biochimica et Biophysica Acta (BBA) - General Subjects·2025· 3 citedOpen Access
DENSE SENSE : A novel approach utilizing an electron density augmented machine learning paradigm to understand a complex odour landscape
2025Open Access
DENSE SENSE : A novel approach utilizing an electron density augmented machine learning paradigm to understand a complex odour landscape
2025Open Access
A Neuromorphic Electronic Nose Design
IEEE Sensors Journal·2025· 2 cited
DENSE SENSE : A novel approach utilizing an electron density augmented machine learning paradigm to understand a complex odour landscape
2025Open Access
Neuromorphic principles for machine olfaction
Neuromorphic Computing and Engineering·2025· 2 citedOpen Access
Dense Sense: a novel approach utilizing electron density augmented machine learning paradigm to understand the complex odour landscape
Digital Discovery·2025Open Access
Neuromorphic circuit for temporal odor encoding in turbulent environments
arXiv (Cornell University)·2024Open Access
Limitations in odour recognition and generalization in a neuromorphic olfactory circuit
Nature Machine Intelligence·2024· 5 citedOpen Access
High-speed odor sensing using miniaturized electronic nose
Science Advances·2024· 40 citedOpen Access
A Neuromorphic Electronic Nose Design
arXiv (Cornell University)·2024Open Access
Decoding the Amplitude and Slope of Continuous Signals into Spikes with a Spiking Point Neuron Model
2024· 1 citedOpen Access
Odour Localization in Neuromorphic Systems
2024· 3 citedOpen Access
Spike-time encoding of gas concentrations using neuromorphic analog sensory front-end
2023· 5 cited
Spike-time encoding of gas concentrations using neuromorphic analog sensory front-end
arXiv (Cornell University)·2023Open Access
Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit
arXiv (Cornell University)·2023Open Access
Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb
eLife·2022· 42 citedOpen Access
Author response: Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb
2022Open Access
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Frequent Co-authors

Gisbert Schneider(8), Nik Dennler(7), Jan Soelter(6), André van Schaik(6), Martin Paul Nawrot(5), Damien Drix(5), Shavika Rastogi(4), Silke Sachse(3), Alan Diamond(3), Thomas Nowotny(3), Jan Schumacher(3), Hartwig Spors(3), Valentina Parma(2), Kathrin Ohla(2), Maria G. Veldhuizen(2), Masha Y. Niv(2), Christine E Kelly(2), Alyssa J. Bakke(2), Keiland W Cooper(2), Cédric Bouysset(2)