hiyenwong/ai_collection - 第 16 页

claude-code

Delegate coding to Claude Code CLI (features, PRs).

原文语言：英语

claw-r1-agentic-rl-data-middleware

Step-level data middleware system for agentic RL. Captures multi-turn agent-environment interactions and organizes them as managed data assets.

原文语言：英语

clockless-asynchronous-neuromorphic-computing

Scalable neuromorphic computing via autonomous spiking dynamics in clockless (asynchronous) digital circuits implemented on FPGAs. Boolean spiking neurons with configurable excitatory/inhibitory weights, spike-encoded data processing pipeline. Bridges gap to…

原文语言：英语

clockless-neuromorphic-snn

Clockless (asynchronous) digital Boolean spiking neural networks for neuromorphic computing. Based on arXiv:2605.16114 (May 2026). Use when: designing clockless/async neuromorphic hardware, implementing Boolean spiking neurons on FPGA, liquid state machines…

原文语言：英语

closed-form-predictive-coding-hgf

Closed-form predictive coding via hierarchical Gaussian filters (HGF) methodology from arXiv:2605.20293. Restores precision-weighted prediction errors to predictive coding networks by expressing them as deep hierarchical Gaussian filters. Enables biologically…

原文语言：英语

closed-loop-quantum-probabilities-unitarity

Closed-loop decomposition of quantum probabilities as direct consequence of unitarity, identifying Bargmann invariants as phase-invariant loop quantities and Born rule as quadratic forward-reverse amplitude product. arXiv:2606.02504

原文语言：英语

clp-snn-loihi2-continual-learning

Online Continual Learning on Intel Loihi 2 via a Co-designed Spiking Neural Network (CLP-SNN). Covers self-normalizing local learning rules, spike-driven neural state machines for autonomous on-chip learning, and breakthrough efficiency gains on neuromorphic…

原文语言：英语

clsa-cross-layer-sparse-attention

Cross-layer sparse attention sharing routing index across decoder layers for 7.6x decoding speedup and 17.1x throughput improvement at 128K context

原文语言：英语

cmos-invertible-logic-stochastic-computing

CMOS invertible logic using spiking stochastic computing methodology. Implements bidirectional (forward/reverse) logic gates via Boltzmann machines with simple spiking neural networks. Activation: invertible logic, stochastic computing, CMOS neuromorphic,…

原文语言：英语

cmos-nonlinear-classification-biologically-realistic

Biologically Realistic Dynamics for Nonlinear Classification in CMOS+X Neurons. CMOS+X technology for realizing biologically realistic nonlinear neuronal dynamics for efficient spiking neural network classification. Activation: CMOS+X neurons, nonlinear…

原文语言：英语

cmut-transcranial-ultrasound-bbb

Capacitive Micromachined Ultrasonic Transducer (CMUT)-based transcranial focused ultrasound system for blood-brain barrier opening and drug delivery. Includes phase-inversion transmission, microbubble monitoring, and closed-loop control. Activation: CMUT…

原文语言：英语

cnn-snn-eeg-imagined-speech

Hybrid CNN-SNN architecture for EEG-based imagined speech decoding. First integration of spiking neural networks into imagined speech BCI, achieving 80.13% accuracy on BCI Competition III benchmark. Activation: imagined speech, EEG decoding, CNN-SNN hybrid,…

原文语言：英语

cnn-snn-imagined-speech-decoding

EEG-based imagined speech decoding using hybrid CNN-SNN architecture. First integration of spiking neural networks for imagined speech BCI, achieving 80.13% accuracy on BCI Competition III benchmark. Covers CNN feature extraction, SNN temporal classification,…

原文语言：英语

coarse-feedback-human-aligned-visual

Shows that extremely coarse feedback signals (distinguishing as few as 8 broad categories) produce neural representations matching or exceeding 1000-class supervised models in brain alignment with primate vision. Trains hundreds of CNNs and ViTs across…

原文语言：英语

code-modulated-motion-vep-bci

Code-Modulated Motion Visual Evoked Potential (c-MVEP) methodology for brain-computer interfacing using motion stimulation instead of flickering. Use when: designing BCI paradigms, visual evoked potential stimulation, motion-based BCI, reducing visual fatigue…

原文语言：英语

codex-session-manager

Monitor and manage OpenAI Codex CLI sessions. List history, view session content, resume via ACP, track statistics. Use when user asks about Codex sessions, wants to check progress, or resume previous work.

原文语言：英语

coding-agents-social-sciences-research

Methodology from Anthropic economic research (May 27, 2026) on using AI coding agents to accelerate social science research workflows — experimental design, data analysis, literature review, and reproducibility.

原文语言：英语

coflow-scheduling-ocs

Coflow Scheduling in Multi-Core Optical Circuit Switching Networks with Performance Guarantees

原文语言：英语

cognisnn-brain-inspired-snn

CogniSNN (Cognition-aware Spiking Neural Network) is a comprehensive framework that bridges artificial intelligence and computational neuroscience through Random Graph Architecture (RGA). It implements three core brain-inspired mechanisms:…

原文语言：英语

cognisnn-random-graph-snn

CogniSNN: Cognition-aware Spiking Neural Network with Random Graph Architecture enabling neuron-expandability, pathway-reusability, and dynamic-configurability. Uses Key Pathway-based Learning (KP-LwF) for multi-task transfer and Dynamic Growth Learning (DGL)…

原文语言：英语

cognition-inspired-dual-stream-emotion

Cognition-Inspired Dual-Stream Semantic Enhancement (DuSE) for Vision-Based Dynamic Emotion Modeling. Implements hierarchical temporal prompt clusters (HTPC) for cognitive priming and latent semantic emotion aggregators (LSEA) for knowledge integration.…

原文语言：英语

cognitive-flexibility-task-structure

Neural network model of attention to task structure enabling cognitive flexibility. Studies how neural networks learn to attend to relevant task dimensions and switch between task rules. Combines attention mechanisms with structured task representations to…

原文语言：英语

cognitive-load-multiscale-attractors

Integrating Cognitive Load and Embodied Cognition Theories Through Representations as Multi-Scale Attractors — proposing a formal rapprochement between cognitive load theory and embodied cognition by reconceptualizing psychological representations as dynamic…

原文语言：英语

coherence-law-noisy-equivariant-qnn-trainability

Coherence law for trainability in noisy equivariant quantum neural networks. U(1)-equivariant QNNs with light-cone gradient confinement, sector coherence rate as Rayleigh quotient, and open-system training law. Use when designing symmetric QNNs for noisy…

原文语言：英语

cold-atom-medical-imaging

Medical imaging classification using cold-atom (neutral-atom) reservoir computing with auto-encoders and surrogate-driven training. Based on arXiv:2605 (2026). Use when building hybrid quantum-classical pipelines for medical image analysis, applying…

原文语言：英语

combinatorial-complex-brain-fmri

The Human Brain as a Combinatorial Complex - framework for constructing combinatorial complexes from fMRI time series that captures both pairwise and higher-order neural interactions through information-theoretic measures. Bridges topological deep learning…

原文语言：英语

common-synaptic-input-estimation-hdemg

Practical methodology for estimating common synaptic input to spinal motor neurons from high-density surface EMG motor unit spike trains using openhdemg. Three complementary approaches: time-domain, frequency-domain, and network-information methods.

原文语言：英语

commuting-pauli-parallelization

Methodology for optimizing parallel execution of commuting Pauli Product Rotations in fault-tolerant quantum computation. Use when: (1) compiling quantum programs to Pauli Product Measurements (PPMs), (2) reducing circuit depth in surface code architectures…

原文语言：英语

compactionrl-context-compaction-agents

CompactionRL methodology for training long-horizon agentic LLMs with context compaction. Jointly optimizes task execution and summary generation with token-level loss normalization and cross-trajectory GAE.

原文语言：英语

competition-stability-ei-circuits

Game-theoretic energetic framework for excitatory-inhibitory neural circuits - competition, stability, and functionality in asymmetric networks

原文语言：英语

compiler-world-model-tensor-optimization

World-model-inspired evaluator for tensor program optimization. Models schedule evaluation as action-conditioned latent dynamics over program states.

原文语言：英语

complex-berry-phase-quantum-control

Complex Berry phase measurement and control methodology for non-Hermitian quantum systems. Experimental measurement of real and imaginary Berry phase components using superconducting transmon circuits with engineered dissipation. Path-dependent effects enable…

原文语言：英语

complex-brain-hypothesis

Complex Brain Hypothesis (CBH) methodology for resolving entropy-content conundrum in consciousness research. Extends Entropic Brain Hypothesis by introducing brain complexity as index of phenomenal richness, modulated by inference grain. Use when: studying…

原文语言：英语

complex-system-robustness-collapse

Complex system robustness and collapse analysis - temporal structure, percolation methods, phase transitions, bistability, catastrophic collapse. Activation: system robustness, system collapse, complex network, phase transition, resilience analysis.

原文语言：英语

complex-valued-gnn-control

Complex-Valued GNN Control - 复数值图神经网络用于分布式基不变控制系统。核心技术：复数域几何表示、相位等变激活、全局基不变性。适用于GPS拒绝环境分布式控制。激活词：complex GNN, 复数值 GNN, basis invariant, 基不变控制.

complex-valued-kuramoto-control

Complex-valued Kuramoto network synchronization control using switched control and sliding-mode methods. Embeds phase dynamics into linear state space for tractable control design. Use for: coupled oscillator networks, phase synchronization, Kuramoto model…

原文语言：英语

complex-valued-neuromorphic-magnitude-phase

Complex-valued neural network with magnitude-phase decomposition for event-driven neuromorphic learning, enabling efficient spiking computation with rich representational capacity

原文语言：英语

composite-quantum-gates-error-cancellation

Composite quantum pulse gates that simultaneously compensate multiple systematic errors via derivative-based error cancellation. Covers derivative removal by adiabatic gate (DRAG)-extended pulse shaping, multi-error compensating composite sequences,…

原文语言：英语

compress-distill-reasoning-trace-compression

Post-hoc compression of reasoning chain-of-thought traces before knowledge distillation for efficient training and inference

原文语言：英语

compressed-minimum-purity-time-evolution

CoMPuTE method for late-time quantum dynamics simulation using compressed minimum-purity time evolution. Tracks reduced local density matrices via minimum-purity principle for efficient long-time quantum many-body simulations.

原文语言：英语