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Found 4 papers, 0 papers with code
Ev-Edge: Efficient Execution of Event-based Vision Algorithms on Commodity Edge Platforms
On several state-of-art networks for a range of autonomous navigation tasks, Ev-Edge achieves 1. 28x-2. 05x improvements in latency and 1. 23x-2. 15x in energy over an all-GPU implementation on the NVIDIA Jetson Xavier AGX platform for single-task execution scenarios.
X-Former: In-Memory Acceleration of Transformers
Transformers have achieved great success in a wide variety of natural language processing (NLP) tasks due to the attention mechanism, which assigns an importance score for every word relative to other words in a sequence.
Dynamics of products of nonnegative matrices
The aim of this manuscript is to understand the dynamics of products of nonnegative matrices.
Dynamical Systems 15B48, 15A27, 37H99
TxSim:Modeling Training of Deep Neural Networks on Resistive Crossbar Systems
To address this challenge, there is a need for tools that can model the functional impact of non-idealities on DNN training and inference.
