Shaila Niazi

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Echo State Networks

Avoid Overfitting

Training Algorithm

Probabilistic Inference

Top Venues

Publications

Shuvro Chowdhury, Shaila Niazi, Kerem Yunus Camsari
Mean-Field Assisted Deep Boltzmann Learning with Probabilistic Computers. CoRR (2024)
Shuvro Chowdhury, Andrea Grimaldi, Navid Anjum Aadit, Shaila Niazi, Masoud Mohseni, Shun Kanai, Hideo Ohno, Shunsuke Fukami, Luke Theogarajan, Giovanni Finocchio, Supriyo Datta, Kerem Yunus Camsari
A full-stack view of probabilistic computing with p-bits: devices, architectures and algorithms. CoRR (2023)
Keito Kobayashi, Nihal Singh, Qixuan Cao, Kemal Selcuk, Tianrui Hu, Shaila Niazi, Navid Anjum Aadit, Shun Kanai, Hideo Ohno, Shunsuke Fukami, Kerem Yunus Camsari
CMOS + stochastic nanomagnets: heterogeneous computers for probabilistic inference and learning. CoRR (2023)
Shaila Niazi, Navid Anjum Aadit, Masoud Mohseni, Shuvro Chowdhury, Yao Qin, Kerem Yunus Camsari
Training Deep Boltzmann Networks with Sparse Ising Machines. CoRR (2023)