Somnivore

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Publications

Somnivore’s machine learning technology is
validated and peer reviewed. WE ARE PROUD TO HAVE ENABLED THE FOLLOWING RESEARCH

2023

Bleakley, L. E., Keenan, R. J., Graven, R. D., Metha, J. A., Ma, S., Daykin, H., … & Jacobson, L. H. (2023). Altered EEG power spectrum, but not sleep-wake architecture, in HCN1 knockout mice. Behavioural Brain Research, 437, 114105.

2022

Guo, R., Wang, Y., Yan, R., Chen, B., Ding, W., Gorczyca, M. T., … & Huang, Y. H. (2022). Rapid eye movement sleep engages melanin-concentrating hormone neurons to reduce cocaine seeking. Biological Psychiatry.

Johnsson, R. D., Connelly, F., Gaviraghi Mussoi, J., Vyssotski, A. L., Cain, K. E., Roth, T. C., & Lesku, J. A. (2022). Sleep loss impairs cognitive performance and alters song output in Australian magpies. Scientific reports, 12(1), 1-11.

van Hasselt, S. J., Piersma, T., & Meerlo, P. (2022). Seasonal variation in rest-activity patterns in barnacle geese: are measurements of activity a good indicator of sleep-wake patterns?. The Journal of experimental biology, 225(20), jeb244177.

van Hasselt, S. J., Verhulst, S., Piersma, T., Rattenborg, N. C., & Meerlo, P. (2022). A comparison of continuous and intermittent EEG recordings in geese: How much data are needed to reliably estimate sleep–wake patterns?. Journal of sleep research, 31(3), e13525.

Keenan, R. J., Daykin, H., Chu, J., Cornthwaite‐Duncan, L., Allocca, G., Hoyer, D., & Jacobson, L. H. (2022). Differential sleep/wake response and sex differences following acute suvorexant, MK‐1064 and zolpidem administration in the rTg4510 mouse model of tauopathy. British Journal of Pharmacology.

Pittaras, E., Colas, D., Chuluun, B., Allocca, G., & Heller, C. (2022). Enhancing sleep after training improves memory in down syndrome model mice. Sleep, 45(4), zsab247.

2021

Sun, Y., Tisdale, R., Park, S., Ma, S. C., Heu, J., Haire, M., … & Kilduff, T. S. (2021). The development of sleep/wake disruption and cataplexy as hypocretin/orexin neurons degenerate in male vs. female orexin/tTA; TetO-DTA mice. bioRxiv.

Clark, J. W., Daykin, H., Metha, J. A., Allocca, G., Hoyer, D., Drummond, S. P., & Jacobson, L. H. (2021). Manipulation of rapid eye movement sleep via orexin and GABAA receptor modulators differentially affects fear extinction in mice: effect of stable versus disrupted circadian rhythm. Sleep, 44(9), zsab068.

van Hasselt, S. J., Mekenkamp, G. J., Komdeur, J., Allocca, G., Vyssotski, A. L., Piersma, T., … & Meerlo, P. (2021). Seasonal variation in sleep homeostasis in migratory geese: a rebound of NREM sleep following sleep deprivation in summer but not in winter. Sleep, 44(4), zsaa244.

van Hasselt, S. J., Hut, R. A., Allocca, G., Vyssotski, A. L., Piersma, T., Rattenborg, N. C., & Meerlo, P. (2021). Cloud cover amplifies the sleep-suppressing effect of artificial light at night in geese. Environmental Pollution, 273, 116444.

Das, N., Topalovic, M., & Janssens, W. (2021). AIM in Respiratory Disorders. In Artificial Intelligence in Medicine (pp. 1-14). Cham: Springer International Publishing.

Watson, N. F., & Fernandez, C. R. (2021). Artificial intelligence and sleep: Advancing sleep medicine. Sleep medicine reviews, 59, 101512.

2020

Aulsebrook, A. E., Connelly, F., Johnsson, R. D., Jones, T. M., Mulder, R. A., Hall, M. L., … & Lesku, J. A. (2020). White and amber light at night disrupt sleep physiology in birds. Current Biology, 30(18), 3657-3663.

Connelly, F., Johnsson, R. D., Aulsebrook, A. E., Mulder, R. A., Hall, M. L., Vyssotski, A. L., & Lesku, J. A. (2020). Urban noise restricts, fragments, and lightens sleep in Australian magpies. Environmental Pollution, 267, 115484.

2019

Allocca, G., Ma, S., Martelli, D., Cerri, M., Del Vecchio, F., Bastianini, S., … & Gundlach, A. L. (2019). Validation of ‘Somnivore’, a machine learning algorithm for automated scoring and analysis of polysomnography data. Frontiers in neuroscience, 13, 207.

2017

Ma, S., Allocca, G., Ong-Pålsson, E. K., Singleton, C. E., Hawkes, D., McDougall, S. J., … & Gundlach, A. L. (2017). Nucleus incertus promotes cortical desynchronization and behavioral arousal. Brain Structure and Function, 222(1), 515-537.