Google Patents an AI Building Block That Fades Instead of Snapping
Every neural network needs activation functions to decide which signals get passed forward — and the most popular one, ReLU, has a…
211 filings · category
AI training & infrastructure patents
The unglamorous machinery underneath: training methods, inference speedups, model compression, and the scheduling tricks that make AI affordable to run.
Recent filings
211 total
Google's New Patent Bets Quantum Computers Can Train Themselves by Tuning Their Own Hardware
Google is filing patents that treat quantum hardware itself — the physical knobs that tune electromagnetic fields and laser pulses — as…
Samsung Patents an AI Image Compression Method That Fights Quantization Errors
Every time an image is compressed, tiny rounding errors chip away at quality — and most codecs just ignore them. Samsung's new…
Samsung Patents a Dual-Track Image Input System for On-Device AI Models
Most AI vision systems make a choice: send raw image detail or compressed tokens to the model. Samsung's new patent says you…
IBM Patents a System That Turns Quantum Hardware Noise Into a Feature
Every quantum computer is noisy — qubits misfire, decohere, and produce errors constantly. IBM's new patent flips that problem on its head…
IBM Patents a System for Auditing How Well Pre-Trained AI Models Adapt to New Tasks
Pre-trained AI models are everywhere, but knowing whether one has actually learned the right things for your specific task is surprisingly hard.…
Qualcomm Patents an AI That Blends Any Image's Style With Any Other's Content
Qualcomm has filed a patent for a system that can take the visual style of one image and apply it to the…
Qualcomm Patents a Way to Train AI Models Faster Over Noisy Wireless Networks
Training an AI model across thousands of phones simultaneously sounds chaotic — especially when half of them have weak signal. Qualcomm's new…
Nvidia Patents an API That Batches Tensor Math Into a Single GPU Call
Every time a GPU switches between separate math operations, there's overhead. Nvidia's new patent describes an API designed to collapse a chain…
Google Patents a Compound Scaling Method for Neural Network Architecture
Building a bigger neural network isn't just about making it deeper — Google's patent describes a principled way to scale three separate…
Microsoft Patents a Traffic-Aware ML System for Predicting Cloud Capacity Shortfalls
Instead of waiting for a server to buckle under load, Microsoft's new patent trains a per-service ML model to spot rising traffic…
Microsoft Patents a Neural Network That Predicts Action Sequences from Entity Relationships
Microsoft has patented a way to train attention-based neural networks that treat 'who you interact with' and 'what those interactions say about…
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