4 citations · 16 across the 17 of their papers we have counts for
4 papers · 1 filter
Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks
Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili +2
Recent efforts to improve the performance of neural network (NN) accelerators that meet today's application requirements have given rise to a new trend of logic-based NN inference…
RPU: The Ring Processing Unit
Deepraj Soni, Negar Neda, Naifeng Zhang +14
Ring-Learning-with-Errors (RLWE) has emerged as the foundation of many important techniques for improving security and privacy, including homomorphic encryption and post-quantum cr…
AMR-MUL: An Approximate Maximally Redundant Signed Digit Multiplier
Saba Amanollahi, Mehdi Kamal, Ali-Afzali-Kusha +1
In this paper, we present an energy-efficient, yet high-speed approximate maximally redundant signed digit (MRSD) multiplier (called AMR-MUL) based on a parallel structure. For the…
Efficient Compilation and Mapping of Fixed Function Combinational Logic onto Digital Signal Processors Targeting Neural Network Inference and Utilizing High-level Synthesis
Soheil Nazar Shahsavani, Arash Fayyazi, Mahdi Nazemi +1
Recent efforts for improving the performance of neural network (NN) accelerators that meet today's application requirements have given rise to a new trend of logic-based NN inferen…