Found 20 Documents (Results 1–20)
Control of neural transport for normalising flows. (English. French summary) Zbl 1530.35247
Strong stationarity for optimal control problems with non-smooth integral equation constraints: application to a continuous DNN. (English) Zbl 1526.49007
Deterministic neural networks optimization from a continuous and energy point of view. (English) Zbl 07708315
Realization theory of recurrent neural ODEs using polynomial system embeddings. (English) Zbl 1519.93049
Sparsity in long-time control of neural ODEs. (English) Zbl 07699489
MSC:
68Txx
Quantized convolutional neural networks through the lens of partial differential equations. (English) Zbl 1538.68034
A methodical survey of mathematical model-based control techniques based on open and closed loop control approach for diabetes management. (English) Zbl 1498.92100
An analytical scheme on complete integrability of 2D biophysical excitable systems. (English) Zbl 1527.34008
Time-series learning of latent-space dynamics for reduced-order model closure. (English) Zbl 07477434
A novel improved extreme learning machine algorithm in solving ordinary differential equations by Legendre neural network methods. (English) Zbl 1448.68382
Analytical modelling of temperature effects on an AMPA-type synapse. (English) Zbl 1402.92098
MSC:
92C20
Bio-inspired computing platform for reliable solution of Bratu-type equations arising in the modeling of electrically conducting solids. (English) Zbl 1465.65061
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