[HTML][HTML] Identifying the measurements required to estimate rates of COVID-19 transmission, infection, and detection, using variational data assimilation

E Armstrong, M Runge, J Gerardin - Infectious Disease Modelling, 2021 - Elsevier
We demonstrate the ability of statistical data assimilation (SDA) to identify the measurements
required for accurate state and parameter estimation in an epidemiological model for the …

Assimilation of biophysical neuronal dynamics in neuromorphic VLSI

J Wang, D Breen, A Akinin, F Broccard… - … Circuits and Systems, 2017 - ieeexplore.ieee.org
Representing the biophysics of neuronal dynamics and behavior offers a principled analysis-
by-synthesis approach toward understanding mechanisms of nervous system functions. We …

[HTML][HTML] Cell fate forecasting: a data-assimilation approach to predict epithelial-mesenchymal transition

MJ Mendez, MJ Hoffman, EM Cherry, CA Lemmon… - Biophysical journal, 2020 - cell.com
Epithelial-mesenchymal transition (EMT) is a fundamental biological process that plays a
central role in embryonic development, tissue regeneration, and cancer metastasis …

Statistical data assimilation for estimating electrophysiology simultaneously with connectivity within a biological neuronal network

E Armstrong - Physical Review E, 2020 - APS
A method of data assimilation (DA) is employed to estimate electrophysiological parameters
of neurons simultaneously with their synaptic connectivity in a small model biological …

Neuromorphic Electronics at BioCAS: A 20-year Legacy of Sparking Technology Revolutions

A Akwaboah… - 2024 IEEE Biomedical …, 2024 - ieeexplore.ieee.org
Motivated by the parsimony and robustness of the biological brain at computing, engineers
have, over the last four decades, been emulating neurophysiology in silicon, ie …

A data-assimilation approach to predict population dynamics during epithelial-mesenchymal transition

MJ Mendez, MJ Hoffman, EM Cherry, CA Lemmon… - Biophysical …, 2022 - cell.com
Epithelial-mesenchymal transition (EMT) is a biological process that plays a central role in
embryonic development, tissue regeneration, and cancer metastasis. Transforming growth …

Research and development of autonomous neuromorphic speech stress detector based on spike representation of information

AV Alyushin, VG Arkhangelsky… - 2020 IEEE Conference …, 2020 - ieeexplore.ieee.org
The paper presents the results of a comparative designs analysis of known neuromorphic
FEE (Front End Electronics) for the primary adaptive time-frequency conversion of sound …

A data-assimilation approach to predict cellular dynamics

MJ Mendez - 2023 - search.proquest.com
Computational models of cell signaling pathways are valuable tools for understanding
cellular mechanisms and predicting cellular responses during key biological processes. A …

[图书][B] Characterizing Real World Neural Systems Using Variational Methods of Data Assimilation

D Breen - 2017 - search.proquest.com
Traditionally, characterizing many properties of biological or silicon neural systems has
been expensive, laborious, or impossible. Conductance models describing how properties …

Structural and Schematic Methods of the Biological Neuron Networks Properties Projecting on the Architecture of Modern Integrated Neuron-Like Systems with Analog …

A Alyushin, S Alyushin… - 2019 IEEE Conference of …, 2019 - ieeexplore.ieee.org
This paper substantiates the essential role of spacetime dependence of the information
representation form in the development of intellectual energy-efficient and noise-resistant …