Zobrazeno 1 - 10
of 396
pro vyhledávání: '"Huberman, Bernardo A"'
We present a novel AI-based ideation assistant and evaluate it in a user study with a group of innovators. The key contribution of our work is twofold: we propose a method of idea exploration in a constrained domain by means of LLM-supported semantic
Externí odkaz:
http://arxiv.org/abs/2411.03575
We propose an architecture with accompanying protocol for on-board satellite data infrastructure designed for Low Earth Orbit (LEO) constellations offering communication services, such as direct-to-cell connectivity. Our design leverages the unused o
Externí odkaz:
http://arxiv.org/abs/2410.07586
Randomness Is All You Need: Semantic Traversal of Problem-Solution Spaces with Large Language Models
We present a novel approach to exploring innovation problem and solution domains using LLM fine-tuning with a custom idea database. By semantically traversing the bi-directional problem and solution tree at different temperature levels we achieve hig
Externí odkaz:
http://arxiv.org/abs/2402.06053
We propose and experimentally demonstrate a method of frequency hopping spread spectrum communication using a quantum key distribution network to deliver the frequency hopping pattern for secure wireless communications. Results show low interception
Externí odkaz:
http://arxiv.org/abs/2307.05495
A successful commercial deployment of quantum key distribution (QKD) technologies requires integrating QKD links into existing fibers and sharing the same fiber networks with classical data traffic. To mitigate the spontaneous Raman scattering (SpRS)
Externí odkaz:
http://arxiv.org/abs/2304.13828
We argue that many properties of fully-connected feedforward neural networks (FCNNs), also called multi-layer perceptrons (MLPs), are explainable from the analysis of a single pair of operations, namely a random projection into a higher-dimensional s
Externí odkaz:
http://arxiv.org/abs/2211.14632
Autor:
Cheng, Lin, Huberman, Bernardo A.
We propose an auction-based mechanism to improve the efficiency of low earth orbit satellite communication systems. The mechanism allows the ground stations to bid for downlink resources such as spectrum, satellite links, or radios, without the need
Externí odkaz:
http://arxiv.org/abs/2211.09787
Communications standards are designed via committees of humans holding repeated meetings over months or even years until consensus is achieved. This includes decisions regarding the modulation and coding schemes to be supported over an air interface.
Externí odkaz:
http://arxiv.org/abs/2110.06909
We propose and experimentally evaluate a novel secure aggregation algorithm targeted at cross-organizational federated learning applications with a fixed set of participating learners. Our solution organizes learners in a chain and encrypts all traff
Externí odkaz:
http://arxiv.org/abs/2108.05475
Autor:
Wang, Jing, Huberman, Bernardo A.
We propose a method for reconfiguring a relay node for polarization encoded quantum key distribution (QKD) networks. The relay can be switched between trusted and untrusted modes to adapt to different network conditions, relay distances, and security
Externí odkaz:
http://arxiv.org/abs/2106.01475