AI and machine learning applications

Bridging current and next-gen AI through neuromorphic computing for edge device intelligence

neuromorphic engineering edge AI hybrid neural networks energy-efficient computing hardware-software co-design

Reconstructing failed experiment reanalysis with machine learning-aided noise filtering and outlier detection

failed experiments data reanalysis machine learning noise reduction outlier identification

Marrying psychedelic research with neural decoding to map subjective experience dynamics

psychedelics neural decoding consciousness mapping fMRI analysis neurophenomenology

Using art-inspired scientific approaches to optimize multimodal fusion architectures

art-inspired science multimodal fusion AI optimization creativity machine learning

Across synaptic time delays to model neural network learning inefficiencies

synaptic delays neural networks learning inefficiencies artificial intelligence neuroinformatics

With embodied active learning robots adapting to dynamic physical environments

robotics active learning embodied cognition adaptive control sensorimotor learning

Bridging current and next-gen AI through neuromorphic computing for real-time decision systems

neuromorphic computing AI hybridization real-time analytics cognitive systems energy-efficient algorithms

With human-in-the-loop adaptation: optimizing exoskeleton control via real-time neuromuscular feedback systems

exoskeletons human-in-the-loop neuromuscular feedback rehabilitation robotics biosignals

Bridging sonar technology with bat echolocation for autonomous underwater navigation

bio-inspired sonar bat echolocation underwater navigation autonomous robotics acoustic sensing

Across neural population dynamics to decode intention in brain-machine interfaces

neural dynamics brain-machine interfaces prosthetics population coding neurotechnology

Bridging sonar technology with bat echolocation for urban navigation systems

bio-inspired design signal processing autonomous navigation

Decoding neural correlates of psychedelic experiences using fMRI and machine learning

psychedelics fMRI neural decoding machine learning consciousness