1 code implementation • 31 Mar 2022 • Shriram Srinivasan, Kaarthik Sundar, Vitaliy Gyrya, Anatoly Zlotnik
We identify criteria based on the uniqueness of solutions under which the existence of a non-physical generalized solution found by a non-linear solver implies non-existence of a physical solution, i. e., infeasibility of the problem.
1 code implementation • 13 Jun 2021 • Alpha Renner, Forrest Sheldon, Anatoly Zlotnik, Louis Tao, Andrew Sornborger
To our knowledge, this is the first work to show a Spiking Neural Network (SNN) implementation of the backpropagation algorithm that is fully on-chip, without a computer in the loop.
Ranked #40 on Image Classification on MNIST (Accuracy metric)
no code implementations • 4 Mar 2021 • Yuzuru Kato, Anatoly Zlotnik, Jr-Shin Li, Hiroya Nakao
We propose a general method for optimizing periodic input waveforms for global entrainment of weakly forced limit-cycle oscillators based on phase reduction and nonlinear programming.
Adaptation and Self-Organizing Systems
no code implementations • 3 Mar 2021 • Sai Krishna Kanth Hari, Kaarthik Sundar, Shriram Srinivasan, Anatoly Zlotnik, Russell Bent
In particular, a reservoir is modeled as a rigid, hollow container that stores gas under isothermal conditions and uniform density, and a well is modeled as a vertical pipe.
Optimization and Control
no code implementations • 21 Dec 2020 • Elena Khlebnikova, Kaarthik Sundar, Anatoly Zlotnik, Russell Bent, Mary Ewers, Byron Tasseff
The majority of overland transport needs for crude petroleum and refined petroleum products are met using pipelines.
Optimization and Control 76B75, 90C35