conftrace_

analog computing

6 papers

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Co-occurring keywords

equilibrium propagation (8) log-domain circuit (1) numerical integration (40) diffusion network (17) hopfield network (31) stochastic differential equation (181) energy-based model (251) backpropagation through time (19) gradient-based training (7) differential equation (56)

Papers

Towards Exact Gradient-based Training on Analog In-memory Computing NIPS 2024
Towards training digitally-tied analog blocks via hybrid gradient computation NIPS 2024
Energy-based learning algorithms for analog computing: a comparative study NIPS 2023
Analog Accelerator for Simulation and Diagnostics AAAI 2020
Photonic Delay Systems as Machine Learning Implementations JMLR 2015
A Log-Domain Implementation of the Diffusion Network in Very Large Scale Integration NIPS 2010