65 citations
- Toronto Metropolitan UniversityCA3 papers
- Cheikh Anta Diop UniversitySN1 paper
- IBM (Canada)CA1 paper
- Mila - Quebec Artificial Intelligence InstituteCA1 paper
- Occupational Cancer Research CentreCA1 paper
- Pacific Northwest National LaboratoryUS1 paper
- Polytechnique MontréalCA1 paper
- Qinetiq (United Kingdom)GB1 paper
- University of British ColumbiaCA1 paper
- University of TorontoCA1 paper
- University of WashingtonUS1 paper
8 papers
Comparing Algorithms for Loading Classical Datasets into Quantum Memory
Andriy Miranskyy, Mushahid Khan, Udson Mendes
Quantum computers are gaining importance in various applications like quantum machine learning and quantum signal processing. These applications face significant challenges in load…
BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU
Mohammadhossein Askarihemmat, Sean Wagner, Olexa Bilaniuk +3
We present a DNN accelerator that allows inference at arbitrary precision with dedicated processing elements that are configurable at the bit level. Our DNN accelerator has 8 Proce…
Quantum Computing for Software Engineering: Prospects
Andriy Miranskyy, Mushahid Khan, Jean Paul Latyr Faye +1
Quantum computers (QCs) are maturing. When QCs are powerful enough, they may be able to handle problems in chemistry, physics, and finance that are not classically solvable. Howeve…
Gate-based Quantum Computing for Protein Design
Mohammad Hassan Khatami, Udson C. Mendes, Nathan Wiebe +1
Protein design is a technique to engineer proteins by modifying their sequence to obtain novel functionalities. In this method, amino acids in the sequence are permutated to find t…
EP-PQM: Efficient Parametric Probabilistic Quantum Memory with Fewer Qubits and Gates
Mushahid Khan, Jean Paul Latyr Faye, Udson C. Mendes +1
Machine learning (ML) classification tasks can be carried out on a quantum computer (QC) using Probabilistic Quantum Memory (PQM) and its extension, Parameteric PQM (P-PQM) by calc…
Spiral magnetism and chiral superconductivity in Kondo-Hubbard triangular lattice model
Oumar Ndiaye, Djicknack Dione, Alassane Traor/'e +2
Building on the results of Ref. \cite{faye2018phase}, which identified an antiferromagnetic and Kondo singlet phases on the Kondo-Hubbard square lattice, we use the variational clu…