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Real-time shadow intelligence for safer autonomous navigation.
Real-time interactive video editing, from prompts to video
PETER: a *True* Full Stack smart Sentry Robot. While most teams built an app, we built a smart physical Machine. PETER. (No acronym) From fundamental hardware to Applied Imitation-learning AI
Wearable face/audio identity linker for people with Alzheimer’s
Cue is a chatbot that helps neuro-divergent people or people with social anxiety to practice having conversations in a low-stakes environment that feels safe, supportive, and realistic.
HeartGuard: A Multi-Modal Deep Learning System for ECG-Based Cardiovascular Risk Prediction and Clinical Intervention Planning
Giant-Killer NLP: BERT-Tiny with dendritic optimization achieves BERT-Base toxicity detection at 17.8x speed & 22.8x compression. 4.8M params, F1=0.36, 2.25ms latency. Edge-ready NLP.
Boosting Qwen2.5-1.5B's math reasoning by +4.25% accuracy on GSM8K using Perforated AI's dendritic optimization—zero inference overhead and maximum impact.
“Improving YOLO object detection with dendritic neural branches for faster training and efficient edge deployment.”
Distill is an intelligent prompt compression middleware that uses small language models to remove noise from long contexts, maintaining LLM accuracy while slashing token costs by up to 68%.
AI-powered elderly care app. Seniors scan pills/meals and chat with a voice agent. Healthcare providers get dashboards that flag risks early. 3D facility tracking for senior homes.
Stabilized power delivery to GPU clusters
Scaling GPU-based vector search beyond a single GPU.
ViTs revolutionized medical imaging but need 86M params. DendriViT injects Perforated AI dendrites for 71% compression + 99.97% accuracy. 3x faster, edge-deployable. Bayesian sweep optimized.
Perforated AI’s dendritic optimization on a 3D UNet-based medical image segmentation task using MONAI.
EnviroCast transforms live NASA satellite data into powerful climate forecasts—using AI and quantum computing to show how today’s actions can protect cities, ecosystems, and the future of our planet.
Multimodal Superintelligence for Early Alzheimer’s Diagnosis, 97.3%>(MRI) and 88-95%>(EEG) accuracies for the respective segments.
Memory Hugs shines an early light on Alzheimer’s—and explains the “why”—so families can act sooner, together.
