[HTML][HTML] Identifying the measurements required to estimate rates of COVID-19 transmission, infection, and detection, using variational data assimilation
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 …
required for accurate state and parameter estimation in an epidemiological model for the …
Assimilation of biophysical neuronal dynamics in neuromorphic VLSI
Representing the biophysics of neuronal dynamics and behavior offers a principled analysis-
by-synthesis approach toward understanding mechanisms of nervous system functions. We …
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
Epithelial-mesenchymal transition (EMT) is a fundamental biological process that plays a
central role in embryonic development, tissue regeneration, and cancer metastasis …
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 …
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 …
have, over the last four decades, been emulating neurophysiology in silicon, ie …
A data-assimilation approach to predict population dynamics during epithelial-mesenchymal transition
Epithelial-mesenchymal transition (EMT) is a biological process that plays a central role in
embryonic development, tissue regeneration, and cancer metastasis. Transforming growth …
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 …
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 …
cellular mechanisms and predicting cellular responses during key biological processes. A …
[BOOK][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 …
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 …
representation form in the development of intellectual energy-efficient and noise-resistant …