Thermodynamic AI and the fluctuation frontier

Thermodynamic AI and the fluctuation frontier

9 February 2023

Patrick J. Coles

Collin Szczepanski

Kaelan Donatella

Antonio J. Martinez

Papers citing "Thermodynamic AI and the fluctuation frontier"

16 / 16 papers shown

Title
Thermodynamic Bayesian Inference Maxwell Aifer Samuel Duffield Kaelan Donatella Denis Melanson Phoebe Klett Zach Belateche Gavin Crooks Antonio J. Martinez Patrick J. Coles 26 3 0 02 Oct 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 33 3 0 05 Jun 2024
Thermodynamic Natural Gradient Descent Kaelan Donatella Samuel Duffield Maxwell Aifer Denis Melanson Gavin Crooks Patrick J. Coles 16 3 0 22 May 2024
Electron-Tunnelling-Noise Programmable Random Variate Accelerator for Monte Carlo Sampling James Timothy Meech Vasileios Tsoutsouras Phillip Stanley-Marbell 16 0 0 25 Mar 2024
Thermodynamic Computing System for AI Applications Denis Melanson M. A. Khater Maxwell Aifer Kaelan Donatella Max Hunter Gordon Thomas Dybdahl Ahle Gavin Crooks Antonio J. Martinez Faris M. Sbahi Patrick J. Coles AI4CE 11 6 0 08 Dec 2023
Thermodynamic Computing via Autonomous Quantum Thermal Machines Patryk Lipka-Bartosik M. Perarnau-Llobet N. Brunner AI4CE 12 13 0 30 Aug 2023
Training Deep Boltzmann Networks with Sparse Ising Machines Shaila Niazi Navid Anjum Aadit Masoud Mohseni S. Chowdhury Yao Qin Kerem Y Çamsarı AI4CE 11 26 0 19 Mar 2023
A full-stack view of probabilistic computing with p-bits: devices, architectures and algorithms S. Chowdhury Andrea Grimaldi Navid Anjum Aadit Shaila Niazi Masoud Mohseni ... S. Fukami L. Theogarajan G. Finocchio S. Datta Kerem Y Çamsarı TPM 14 60 0 13 Feb 2023
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
Crystal Diffusion Variational Autoencoder for Periodic Material Generation Tian Xie Xiang Fu O. Ganea Regina Barzilay Tommi Jaakkola DiffM BDL 196 224 0 12 Oct 2021
Massively Parallel Probabilistic Computing with Sparse Ising Machines Navid Anjum Aadit Andrea Grimaldi M. Carpentieri L. Theogarajan J. Martinis G. Finocchio Kerem Y Çamsarı 37 141 0 06 Oct 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 166 1,095 0 27 Apr 2021
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems Logan G. Wright Tatsuhiro Onodera Martin M. Stein Tianyu Wang Darren T. Schachter Zoey Hu Peter L. McMahon PINN AI4CE 27 457 0 27 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 119 645 0 28 Jul 2020
MCMC using Hamiltonian dynamics Radford M. Neal 130 3,260 0 09 Jun 2012