no code implementations • 21 Mar 2024 • Sukhbinder Singh, Saeed S. Jahromi, Roman Orus
We explore this by assessing how truncating the convolution kernels of dense (untensorized) CNNs impact their accuracy.
no code implementations • 25 Jan 2024 • Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, Cesar Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri Alaoui, John Malcolm, Samuel Mugel, Roman Orus
Large Language Models (LLMs) such as ChatGPT and LlaMA are advancing rapidly in generative Artificial Intelligence (AI), but their immense size poses significant challenges, such as huge training and inference costs, substantial energy demands, and limitations for on-site deployment.
no code implementations • 29 Dec 2023 • Pablo Martin-Ramiro, Unai Sainz de la Maza, Sukhbinder Singh, Roman Orus, Samuel Mugel
Defect detection is one of the most important yet challenging tasks in the quality control stage in the manufacturing sector.
no code implementations • 27 Sep 2023 • Siddhartha Patra, Saeed S. Jahromi, Sukhbinder Singh, Roman Orus
Apart from simulating the original experiment for 127 qubits, we also extend our results to 433 and 1121 qubits, and for evolution times around 8 times longer, thus setting a benchmark for the newest IBM quantum machines.
no code implementations • 21 Sep 2018 • Philipp Schmoll, Sukhbinder Singh, Matteo Rizzi, Roman Orus
This paper is a manual with tips and tricks for programming tensor network algorithms with global $SU(2)$ symmetry.
Strongly Correlated Electrons Quantum Physics