11 citations · 42 across the 25 of their papers we have counts for
3 papers · 1 filter
Low-Precision Mixed-Computation Models for Inference on Edge
Seyedarmin Azizi, Mahdi Nazemi, Mehdi Kamal +1
This paper presents a mixed-computation neural network processing approach for edge applications that incorporates low-precision (low-width) Posit and low-precision fixed point (Fi…
Unsupervised SFQ-Based Spiking Neural Network
Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Sasan Razmkhah +2
Single Flux Quantum (SFQ) technology represents a groundbreaking advancement in computational efficiency and ultra-high-speed neuromorphic processing. The key features of SFQ techn…
A Josephson Parametric Oscillator-Based Ising Machine
Sasan Razmkhah, Mehdi Kamal, Nobuyuki Yoshikawa +1
Ising machines have emerged as a promising solution for rapidly solving NP-complete combinatorial optimization problems, surpassing the capabilities of traditional computing method…