University of Hertfordshire

Michael Schmuker

Professor

Michael Schmuker

Michael Schmuker

Professor

Postal address:
University of Hertfordshire, Hatfield, Hertfordshire
United Kingdom

Publications

  1. 2022
  2. Proceedings of Abstracts, School of Physics, Engineering and Computer Science Research Conference 2022

    Coudron, L. (ed.), Amafabia, D., Asimea, L., Bally, J., Baran, A., Boies, A., Borjali, A., Bosomworth, C., Burningham, B., Chaliasou, N-A., CHEN, Y. K., Cheong, Y. K., Chizari, M., Chung, E., Coppin, K., David-West, O., Dennler, N., Dhakal, H., Dimov, N., Dmitruk, E. & 98 others, Donald, A., Drix, D., Dzib, S. A., Eltaweel, M., Fadlelseed, S., Farahani, A., Felix, A., Foat, T., Forbrich, J., Franco, M., Gaarn, J., Garratt, T., Geach, J., Ghias, N., Ghita, A., Giannetti, N., Vargas-Gonzalez, J., Greenaway, R., Haritos, G., Hatami, S., Haydock, D., Helian, N., Herfatmanesh, M. R., Herve, J-B., Hesse, E., Korani, H., Hosseini, V., Hu, W., Hubbard, T., Inal, J., Irigo, P., Ismail, S. O., Jepleting, F., Ji, W., Johnston, I., Jombo, G., Kadir, S., Kalyvas, C., Kamran, S. M., Kanellopoulos, A., Kiflay, A. Z., Kirner, R., Knox, K., Kobayashi, C., Kumar, D., Kumar, R., Lane, P., Lekkala, H., Lewis, A., Li, L., Luo, Q., Madani, H., Mallet, C., Maruthupandian, S., Mathen, E. R., Matousek, P., McCool, S., McGarry, J. C., Menon, C., Metzner, C., Miles, R. E. H., Moeinnia, H., Moggridge, P., Mohseni, M., Montalvão, D., Moraby, M. N., Murnane, D., Norgate, M., Nourani, A., Prasad, K. S., Ramalingam, S., Rastogi, S., Reid, J. P., Ren, G., Rivilla, V. M., Saidpour, H., Saito, K., Sajedi, S. A. H., Salge, C., Samararatne, S., Schmuker, M., Sensoy, E., Shriram, A., Singh, H., Sorouraddin, Y., Steuber, V., Stone, N., Sun, Y., Sureddi, R., Sutton, S., Thomas, P., Timms, A. R., Tiwari, P. R., Tsokanos, A., Vadalia, M., Yaqoob, M., Yulianto, M. & Zheng, M., 4 Nov 2022, University of Hertfordshire. 128 p.

    Research output: Book/ReportAnthology

  3. Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb

    Burton, S. D., Brown, A., Eiting, T. P., Youngstrom, I. A., Rost, T. C., Schmuker, M. & Wachowiak, M., 21 Jul 2022, In: Elife. 11, e80470.

    Research output: Contribution to journalArticlepeer-review

  4. Rapid Recognition of Olfactory Scenes with a Portable MOx Sensor System using Hotplate Modulation

    Drix, D., Schmuker, M. & Dennler, N., 10 Jun 2022, 2022 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Rapid Inference of Geographical Location with an Event-based Electronic Nose

    Dennler, N., Drix, D., Rastogi, S., von Schaik, A. & Schmuker, M., 3 May 2022, Neuro-Inspired Computational Elements Conference (NICE 2022). Association for Computing Machinery (ACM), p. 112-114 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Drift in a Popular Metal Oxide Sensor Dataset Reveals Limitations for Gas Classification Benchmarks

    Dennler, N., Rastogi, S., Fonollosa, J., von Schaik, A. & Schmuker, M., 15 Mar 2022, In: Sensors and Actuators B: Chemical. 361, 8 p., 131668.

    Research output: Contribution to journalArticlepeer-review

  7. 2021
  8. Active sensing in a dynamic olfactory world

    Crimaldi, J., Lei, H., Schaefer, A., Schmuker, M., Smith, B. H., C. True, A., Verhagen, J. V. & Victor, J. D., 30 Sep 2021, (E-pub ahead of print) In: Journal of Computational Neuroscience. 6 p.

    Research output: Contribution to journalArticlepeer-review

  9. Replicating bursting neurons that signal input slopes with izhikevich neurons

    Miko, R., Steuber, V. & Schmuker, M., 7 Jul 2021, In: Journal of Computational Neuroscience. 49, P173.

    Research output: Contribution to journalMeeting abstractpeer-review

  10. Growth Rules for the Repair of Asynchronous Irregular Neuronal Networks after Peripheral Lesions

    Sinha, A., Metzner, C., Davey, N., Adams, R., Schmuker, M. & Steuber, V., 1 Jun 2021, In: PLoS Computational Biology. 17, 6, 35 p., e1008996.

    Research output: Contribution to journalArticlepeer-review

  11. Address-Event Signal Processing: Silicon Retina, Cochlea and Olfaction A Review

    Tayarani, M. & Schmuker, M., 31 May 2021, In: Frontiers in Neural Circuits. 15, 31 p., 610446.

    Research output: Contribution to journalLiterature reviewpeer-review

  12. Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code.

    Schmuker, M., Kupper, R., Aertsen, A., Wachtler, T. & Gewaltig, M-O., 1 Apr 2021, In: Biological Cybernetics. 115, 2, p. 161-176

    Research output: Contribution to journalArticlepeer-review

  13. Resolving Fast Gas Transients with Metal Oxide Sensors

    Drix, D. & Schmuker, M., 26 Mar 2021, In: ACS Sensors. 6, 3, p. 688-692 5 p.

    Research output: Contribution to journalArticlepeer-review

  14. 2020
  15. Associative memory performance in peripherally-lesioned networks repaired by homeostatic structural plasticity

    Sinha, A., Metzner, C., Adams, R., Davey, N., Schmuker, M. & Steuber, V., 21 Dec 2020, In: BMC Neuroscience. 21

    Research output: Contribution to journalMeeting abstractpeer-review

  16. Texture-like neural representations

    Dmitruk, E., Kumar, R., Steuber, V., Schmuker, M., Curto, C., Itskov, V. & Kadir, S., 21 Dec 2020, In: BMC Neuroscience. 21

    Research output: Contribution to journalMeeting abstractpeer-review

  17. More Than Smell-COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis

    GCCR Group Author, Parma, V., Ohla, K., Veldhuizen, M. G., Niv, M. Y., Kelly, C. E., Bakke, A. J., Cooper, K. W., Bouysset, C., Pirastu, N., Dibattista, M., Kaur, R., Liuzza, M. T., Pepino, M. Y., Schöpf, V., Pereda-Loth, V., Olsson, S. B., Gerkin, R. C., Rohlfs Domínguez, P., Albayay, J. & 31 others, Farruggia, M. C., Bhutani, S., Fjaeldstad, A. W., Kumar, R., Menini, A., Bensafi, M., Sandell, M., Konstantinidis, I., Di Pizio, A., Genovese, F., Öztürk, L., Thomas-Danguin, T., Frasnelli, J., Boesveldt, S., Saatci, Ö., Saraiva, L. R., Lin, C., Golebiowski, J., Hwang, L. D., Ozdener, M. H., Guàrdia, M. D., Laudamiel, C., Ritchie, M., Havlícek, J., Pierron, D., Roura, E., Navarro, M., Nolden, A. A., Parker, J. K., Schmuker, M. & Hayes, J. E., 1 Sep 2020, In: Chemical Senses. 45, 7, p. 609-622 14 p.

    Research output: Contribution to journalArticlepeer-review

  18. Sparse Coding with a Somato-Dendritic Rule

    Drix, D., Hafner, V. V. & Schmuker, M., 26 Jun 2020, In: Neural Networks. 131, p. 37-49

    Research output: Contribution to journalArticlepeer-review

  19. Neuromorphic technology in Europe: Brain-inspired technologies are advancing apace across Europe and are poised to help accelerate the AI revolution

    Donati, E., Payvand, M., Indiveri, G., Debacker, P., Furber, S., Sandamirskaya, Y., Schmuker, M., Bartolozzi, C., Spiga, S., Bortolotti, P. & Mizrahi, A., Jun 2020, In: The Innovation Platform. 2, p. 140–143 4 p.

    Research output: Contribution to journalArticle

  20. Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map

    Soelter, J., Schumacher, J., Spors, H. & Schmuker, M., 9 Jan 2020, In: Scientific Reports. 10, p. 1-16 16 p., 77.

    Research output: Contribution to journalArticlepeer-review

  21. 2019
  22. Growth rules for repair of asynchronous irregular network models following peripheral lesions

    Sinha, A., Metzner, C., Davey, N., Adams, R., Schmuker, M. & Steuber, V., 14 Nov 2019, In: BMC Neuroscience. 20, (Supple 1), p. 157-157 1 p., 56.

    Research output: Contribution to journalMeeting abstractpeer-review

  23. Unsupervised learning of sparse spatio-temporal receptive fields through inhibitory plasticity; A model of the mammalian early visual system

    Sutton, S., Steuber, V. & Schmuker, M., 14 Nov 2019, In: BMC Neuroscience. 20, (Suppl 1), p. 149-149 1 p., 56.

    Research output: Contribution to journalMeeting abstractpeer-review

  24. Low-Power Neuromorphic Hardware for Signal Processing Applications: A review of architectural and system-level design approaches

    Rajendran, B., Sebastian, A., Schmuker, M., Srinivasa, N. & Eleftheriou, E., 1 Nov 2019, In: IEEE Signal Processing Magazine. 36, 6, p. 97-110 14 p., 8888024.

    Research output: Contribution to journalArticlepeer-review

  25. Proceedings of Abstracts Engineering and Computer Science Research Conference 2019

    Coudron, L. (ed.), Nwawe, R., Grasso, M., CHEN, Y. K., Klusak, J., Rosiello, V., Counsell, N., Herfatmanesh, M. R., Partou, H., Menon, C., Barker, T., Veneziano, V., Kirner, R., Tveretina, O., Verma, A., Lane, P., Lilley, M., Canoville, P., Robinson, M., Crook, B. & 63 others, Hall, S., Kaye, R., Johnston, I., McCluskey, D., Tracey, M., Munro, I., Wang, Y., Suckow, B., Klaholz, I., Drix, D., Hafner, V. V., Schmuker, M., Sinha, A., Metzner, C., Davey, N., Adams, R., Steuber, V., Miko, R., Toffe, G., Ren, G., Montalvão, D., Ismail, S. O., Newman, J., Dhakal, H., Sunmola, F., Panday, D., Helian, N., Amafabia, D., David-West, O., Haritos, G., Schirmer, P., Mporas, I., Skaltsas, G., Siadati, R., Wernick, P., Sutton, S., Lekkala, H. R., Sayers, P., Khan, I., Cañamero, L., Hassan, E., Denai, M., Pissanidis, G., Goncharenko, J., Schilstra, M., Beka, N., te Boekhorst, R., Bonivart, A., Nehaniv, C., Kadir, S., Bhavsar, R., Sun, Y., Mayor, D., Steffert, T., CHEN, Y. K., Chrysanthou, A., Johnston, I., Kirner, R., Kourtessis, P., McCluskey, D., Polani, D., Steuber, V. & Sun, Y., 1 Sep 2019, University of Hertfordshire. 82 p.

    Research output: Book/ReportAnthology

  26. An unsupervised neuromorphic clustering algorithm

    Diamond, A., Schmuker, M. & Nowotny, T., 1 Aug 2019, In: Biological Cybernetics. 113, 4, p. 423-437 15 p.

    Research output: Contribution to journalArticlepeer-review

  27. 2018
  28. The combined effect of homeostatic structural and inhibitory synaptic plasticity during the repair of balanced networks following deafferentation

    Sinha, A., Metzner, C., Adams, R., Davey, N., Schmuker, M. & Steuber, V., 29 Oct 2018, In: BMC Neuroscience. 19, suppl 2, p. 129-130 2 p., P264.

    Research output: Contribution to journalMeeting abstractpeer-review

  29. How the visual system can detect feature homogeneity from spike latencies

    Rüdiger, K., Schmuker, M., Aertsen, A., Wachtler, T., Körner, U. & Gewaltig, M-O., 11 Jun 2018, In: ArXiv.

    Research output: Contribution to journalArticle

  30. 2017
  31. Predicting voluntary movements from motor cortical activity with neuromorphic hardware

    Lungu, I-A., Riehle, A., Nawrot, M. & Schmuker, M., 23 May 2017, In: IBM Journal of Research and Development. 61, 2, p. 5:1-5:12 12 p., 5.

    Research output: Contribution to journalArticlepeer-review

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