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SkillsMP hat 4.114 Skills aus hiyenwong/ai_collection gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
hiyenwong/ai_collectionEs werden 40 von 4.114 gesammelten Skills angezeigt.
[TODO: Complete and informative explanation of what the skill does and when to use it. Include WHEN to use this skill - specific scenarios, file types, or tasks that trigger it.]
Quellsprache: Englisch
Hybrid quantum-classical systems engineering skill for designing distributed quantum computing architectures, quantum error correction, and optimization workflows. Activates when discussing quantum-classical hybrid algorithms, distributed quantum systems,…
Quellsprache: Englisch
Hybrid quantum-classical FBPINN methodology for wave-based inverse problems. Uses parameterized quantum circuits (PQCs) as differentiable JAX statevector simulators in domain-decomposed physics-informed neural networks. Achieves 8x faster convergence with 33%…
Quellsprache: Englisch
End-to-end hybrid quantum-classical financial security pipeline integrating VQC forecasting, QUBO annealing, and post-quantum cryptographic signing. Unifies prediction and optimization for financial risk systems under real market constraints. Use when: hybrid…
Quellsprache: Englisch
Design and evaluate hybrid quantum-classical machine learning pipelines for medical image classification and diagnosis. Covers HQNN, HQCNN, CV-QNN architectures, federated learning with tensor-network frontends, and quantum-enhanced feature extraction for…
Quellsprache: Englisch
Hybrid quantum-classical neural network methodology for medical image classification, particularly thermographic breast cancer detection. Integrates quantum neural network layers with classical CNN backbones to enhance pattern recognition in complex medical…
Quellsprache: Englisch
Hybrid tensor network architecture for quantum machine learning using post-selection as a trainable hyperparameter. Interpolates between classical and quantum tensor network edge cases by controlling quantum constraint enforcement via post-selection…
Quellsprache: Englisch
Hybrid tensor network time evolution algorithm — parallelizable framework for simulating quantum dynamics using tensor network factorization. Use when simulating quantum many-body dynamics, implementing parallelizable time evolution on tensor networks,…
Quellsprache: Englisch
In situ self-adaptive hydrogel coating for seamless neural interfaces via okra mucilage polysaccharide and α-helical peptide amphiphile co-assembly. Addresses mechanical mismatch and chronic neuroinflammation in neural electrodes. Exogenous filler-free design…
Quellsprache: Englisch
HyFuHAD: Hybrid Quantum-Fuzzy Hyperspectral Anomaly Detection methodology. Combines Einstein fuzzy computing for classical inference with lightweight quantum defuzzifier for final detection. Uses multi-criteria decision framework with morphological,…
Quellsprache: Englisch
Hyperbolic Graph Convolutional Network (Brain-HGCN) for brain functional network analysis using Lorentz model and signed aggregation for excitatory/inhibitory connections. Activation triggers: hyperbolic GNN, brain network, fMRI analysis, geometric deep…
Quellsprache: Englisch
HyNeuralMap framework for mapping visual semantics to neural hierarchies using hyperbolic Lorentz geometry. Provides cross-modal semantic alignment in negative-curvature space, outperforming Euclidean baselines for fMRI-visual representation learning. Use…
Quellsprache: Englisch
Hyperbolic geometry framework for hippocampal neural population activity. Provides theoretical construction of hyperbolic tuning curves, connects neural decoding to associative memory via Modern Hopfield Network, and introduces hyperbolic-space associative…
Quellsprache: Englisch
Hyperdimensional computing with STDP equivalence methodology. Path-dependent semantic selection mechanism emerges equivalent to spike-timing-dependent plasticity in Galois-field based HDC. 激活词: hyperdimensional computing, HDC STDP, sparse distributed memory,…
Quellsprache: Chinesisch
Extract high-order functional brain network features using hypergraph modeling. Goes beyond pairwise connectivity to capture multi-region interactions.
Quellsprache: Englisch
Tensor-based framework for higher-order Markov chains with memory on hypergraphs. Use when modeling complex systems with group interactions, memory effects, non-pairwise connections, or analyzing higher-order networks. Keywords: hypergraph, Markov chains,…
Quellsprache: Englisch
Hierarchical temporal RAG using Allen's Interval Algebra for formal temporal constraint reasoning with Interval Event Units (IEUs) organized in Thematic Forest
Quellsprache: Englisch
Matrix CLI operations for iamb including account registration, token retrieval, and Space management.
Quellsprache: Chinesisch
Independent Component (IC)-based encoding models for linking continuous stimulus features to fMRI brain activity. Dissociates stimulus-driven and noise-driven signals using ICA decomposition. Trigger words: IC-based encoding, independent component, fMRI…
Quellsprache: Englisch
EEG基础模型的身份陷阱诊断审计框架。FMScope协议用于诊断EEG基础模型是否陷入身份陷阱（subject identity shortcut），提供五项诊断指标分离真实生物标志物与身份特征。
Quellsprache: Chinesisch
Critical review framework for Integrated Information Theory (IIT). Provides systematic methodology for evaluating IIT's theoretical foundations, mathematical formalism, empirical predictions, and philosophical implications. Addresses ongoing debates about…
Quellsprache: Chinesisch
Implicit behavioral decoding from next-step spike forecasts at population scale. A single Mamba forecaster trained only on next-step spike counts at Neuropixels scale can deliver both neural population forecasts and behavioral state readouts in one forward…
Quellsprache: Englisch
Impurity Hamiltonian analysis for quantum computation universality. Studies time evolution of fermionic systems with O(1) interacting modes and O(N) bath modes. Use when: (1) Analyzing impurity Hamiltonian universality for quantum computing, (2) Studying…
Quellsprache: Englisch
Meta-learning approach for training-free cross-subject brain decoding from fMRI. Enables zero-shot generalization to novel subjects by conditioning on few image-brain activation examples. Use when working with: (1) Cross-subject fMRI decoding, (2)…
Quellsprache: Englisch
Inexact Graph Matching for Brain Networks
Quellsprache: Chinesisch
Framework for simulating infant first-person sensorimotor experience via motion retargeting from babies to humanoids. Reconstructs 3D infant pose from video and maps onto developmental robotics platforms (iCub, pyCub, EMFANT, MIMo). Activation: infant…
Quellsprache: Englisch
无限视界随机系统分析方法论。核心思想：使用加权 L^p 空间、resolvent kernel 和测度变换处理无限时间跨度的随机优化问题。适用于长期决策、随机控制、无限视界规划。触发词：无限视界、随机系统、BSVIE、倒向随机 Volterra 积分方程、长期决策、infinite horizon、stochastic control、discounted problem。
Quellsprache: Chinesisch
Inhibitory neuristor based on metal-insulator transition. VO2-based inhibitory neuron for balanced neuromorphic computing. Activation: inhibitory neuristor, metal-insulator transition, VO2 neuron, balanced spiking.
Quellsprache: Englisch
Geometric framework for analyzing inter-brain networks in social neuroscience. Uses discrete geometry and curvature distributions to identify critical transitions in neural connectivity during social interactions, moving beyond correlation-based synchrony…
Quellsprache: Englisch
Internet of Agentic AI (IoAI) architecture patterns for scalable agent ecosystems — communication protocols, semantic interoperability, trust mechanisms, and governance frameworks. Use when: designing multi-agent systems, agent communication protocols,…
Quellsprache: Englisch
Interpretable EEG biomarkers for Parkinson's disease detection using interpretable electrophysiological features of resting-state EEG. Captures cortical neural dynamics alterations for reliable non-invasive diagnosis and monitoring. Activation: EEG biomarker…
Quellsprache: Englisch
Memristive networks intrinsic neuro-synaptic spiking dynamics methodology. Self-organizing circuits generating neuronal population dynamics similar to biological systems with nonlinear resonance phenomena. Trigger words: memristive, neuro-synaptic, spiking…
Quellsprache: Englisch
Intrinsically Stable SNN (IS-SNN) architecture for deep spiking neural networks without batch normalization. Removes activation-normalization layers via topology-aware weight standardization and offline reparameterization, restoring accumulation-only…
Quellsprache: Englisch
Multi-objective and multi-constrained IoT workflow scheduling in Edge-Hub-Cloud Cyber-Physical Systems using continuous-time mixed integer linear programming. Optimizes latency, energy, and reliability with selective task duplication. Activation: IoT…
Quellsprache: Englisch
iPhoneme brain-to-text communication system for ALS using ConformerXL phoneme decoder with gaze-assisted interface. Achieves 92.14% phoneme accuracy (7.86% PER) and 73.39% word accuracy on T15 intracranial EEG dataset. 180ms latency on CPU. Activation:…
Quellsprache: Englisch
ISI-CV: Inter-areal predictive coding for gradient-free continual learning in SNNs. Activation: gradient-free learning, continual learning, predictive coding.
Quellsprache: Englisch
Iterative Low-Order Decoding (ILOD) methodology for quantum error correction — mapping QEC decoding onto ground-state optimization of classical Ising Hamiltonians with Bayesian prior-based cross-term approximation. Use when: implementing QEC decoders,…
Quellsprache: Englisch
ITP-STDP (Intrinsic-Timing Power-of-Two STDP) 方法论用于片上脉冲神经网络训练。通过算法和硬件级优化消除STDP计算开销，实现能耗效率和硬件资源利用的显著提升。
Quellsprache: Mehrsprachig
Universal Jaynes-Cummings (JC) based oscillator control methodology for bosonic quantum processors. Compiles arbitrary unitary gates into JC interaction sequences and qubit rotations for universal qudit control.
Quellsprache: Englisch
JEDI: Jointly Embedded Inference of Neural Dynamics - learning shared embeddings of RNN weights to infer neural population dynamics across tasks and contexts. Triggers: neural dynamics inference, RNN embedding, meta-learning, neural population, cross-task…
Quellsprache: Englisch