16 citations · 25 across the 3 of their papers we have counts for
3 papers
Twin Network Augmentation: A Novel Training Strategy for Improved Spiking Neural Networks and Efficient Weight Quantization
Lucas Deckers, Benjamin Vandersmissen, Ing Jyh Tsang +2
The proliferation of Artificial Neural Networks (ANNs) has led to increased energy consumption, raising concerns about their sustainability. Spiking Neural Networks (SNNs), which a…
Training a HyperDimensional Computing Classifier using a Threshold on its Confidence
Laura Smets, Werner Van Leekwijck, Ing Jyh Tsang +1
Hyperdimensional computing (HDC) has become popular for light-weight and energy-efficient machine learning, suitable for wearable Internet-of-Things (IoT) devices and near-sensor o…
Neurosciences and 6G: Lessons from and Needs of Communicative Brains
Renan C. Moioli, Pedro H. J. Nardelli, Michael Taynnan Barros +9
This paper presents the first comprehensive tutorial on a promising research field located at the frontier of two well-established domains: Neurosciences and wireless communication…