2 papers
cs.CV2026
Event2Vec: Processing Neuromorphic Events Directly by Representations in Vector Space
Wei Fang, Priyadarshini Panda
Neuromorphic event cameras possess superior temporal resolution, power efficiency, and dynamic range compared to traditional cameras. However, their asynchronous and sparse data fo…
cs.LG2025
FF-INT8: Efficient Forward-Forward DNN Training on Edge Devices with INT8 Precision
Jingxiao Ma, Priyadarshini Panda, Sherief Reda
Backpropagation has been the cornerstone of neural network training for decades, yet its inefficiencies in time and energy consumption limit its suitability for resource-constraine…