Dr. Eric C. Landsness Profile

Dr. Eric C. Landsness

at Washington Univ School of Medicine in St Louis

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Author

Publications (3)

Proceedings Article | 15 March 2023 Poster + Paper

Attention-based CNN-BiLSTM for sleep state classification of spatiotemporal wide-field calcium imaging data

Xiaohui Zhang, Eric Landsness, Joseph Culver, Jin-Moo Lee, Mark Anastasio

Proceedings Volume 12365, 123650B (2023) https://doi.org/10.1117/12.2649375

KEYWORDS: Deep learning, Machine learning, Classification systems, Calcium, Data modeling, Brain, Network architectures, Feature extraction, Convolutional neural networks, Spatial learning, Reliability, Electroencephalography

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Proceedings Article | 28 April 2022 Poster + Presentation

Identifying functional brain networks from spatial-temporal wide-field calcium imaging data via a recurrent autoencoder

Xiaohui Zhang, Eric Landsness, Joseph Culver, Mark Anastasio

Proceedings Volume PC11946, PC1194612 (2022) https://doi.org/10.1117/12.2626317

KEYWORDS: Calcium, Brain, Neuroimaging, Temporal resolution, Signal to noise ratio, Neural networks, Network architectures, Independent component analysis, Hemodynamics

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SPIE Journal Paper | 13 July 2019 Open Access

Separability of calcium slow waves and functional connectivity during wake, sleep, and anesthesia

Lindsey Brier, Eric Landsness, Abraham Snyder, Patrick Wright, Grant Baxter, Adam Bauer, Jin-Moo Lee, Joseph Culver

NPh, Vol. 6, Issue 03, 035002, (July 2019) https://doi.org/10.1117/12.10.1117/1.NPh.6.3.035002

KEYWORDS: Brain, Calcium, Electroencephalography, Brain mapping, Principal component analysis, Binary data, Video, Modulation, Luminescence, Neurophotonics

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