Search Results for author:
Found 4 papers, 0 papers with code
A Brain-Inspired Hierarchical Reasoning Framework for Cognition-Augmented Prosthetic Grasping
This paper proposes a hierarchical framework that enables reasoning across multiple levels of abstraction, from perception to high-level control.
Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing
Electromyogram (EMG) pattern recognition can be used to classify hand gestures and movements for human-machine interface and prosthetics applications, but it often faces reliability issues resulting from limb position change.
Sparse-Push: Communication- & Energy-Efficient Decentralized Distributed Learning over Directed & Time-Varying Graphs with non-IID Datasets
Current deep learning (DL) systems rely on a centralized computing paradigm which limits the amount of available training data, increases system latency, and adds privacy and security constraints.
On the Total-Power Capacity of Regular-LDPC Codes with Iterative Message-Passing Decoders
We analyze scaling behavior under two VLSI complexity models of decoding.
Information Theory Information Theory
