1 code implementation • 15 Dec 2023 • I-Chi Chen, Harshdeep Singh, V L Anukruti, Brian Quanz, Kavitha Yogaraj
Our primary objective is to conduct a brief survey of various classical and quantum neural net sequence models, which includes self-attention and recurrent neural networks, with a focus on recent quantum approaches proposed to work with near-term quantum devices, while exploring some basic enhancements for these quantum models.
no code implementations • 29 Sep 2020 • Harshdeep Singh, Nicholas McCarthy, Qurrat Ul Ain, Jeremiah Hayes
For evaluating the manifold traversal exploration, we produce the latent chemical space using various generative models such as grammar variational autoencoders (with and without attention) as they deal with the randomized generation and validity of compounds.
no code implementations • 30 Jul 2019 • Harshdeep Singh
This article addresses code-based cryptography and is designed to depict the complete outline of a code based public key cryptosystem.
Cryptography and Security