PerforatedAI

PerforatedAI

Software Development

Pittsburgh, PA 86 followers

Advance Years in Minutes, With Dendritic Intelligence

About us

Perforated AI combines modern neuroscience with modern software to create neural networks that are smarter, smaller, and more accurate with our patent protected technology. Empowering data scientists to achieve unprecedented efficiency and performance by advancing the machine learning they work with, faster. If you're interested in reducing your network sizes and increasing accuracy check out our current test results and reach out with any questions!

Website
http://perforated.ai/
Industry
Software Development
Company size
2-10 employees
Headquarters
Pittsburgh, PA
Type
Privately Held
Founded
2022
Specialties
Artificial Intelligence, Machine Learning, Neural Networks, PyTorch, and Edge AI

Locations

Employees at PerforatedAI

Updates

  • Our founder Rorry Brenner's experience mentoring at Nucleate Pittsburgh's #BioHack2024 showed him the incredible potential of collaborative tech challenges. We're excited to bring that same spirit of innovation to our own hackathon! We're offering $6,000 in prizes for machine learning researchers ready to revolutionize their algorithms with our novel PyTorch extension. #techinnovation #hackathon #pytorch #neuralnetworks #machinelearning

  • Now add to this library a dendrite from Perforated AI to complete your upgrade. With approximately 1 hour of coding, you can save time, improve accuracy and learn more about your data sets. https://lnkd.in/gcr32cTK https://lnkd.in/gdedP8Xg

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    275,565 followers

    We are happy to announce the addition of knowledge distillation to torchtune, a PyTorch library for easily authoring, fine-tuning and experimenting with LLMs. Knowledge distillation is a technique for imparting knowledge from a larger teacher model to a smaller student model. This was a key step in Llama 3.2 pretraining. Check out how we can leverage knowledge distillation in post-training to distill Llama 3.1 8B to Llama 3.2 1B using torchtune: https://hubs.la/Q02YyqPP0

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    86 followers

    Join us! https://lnkd.in/gmZzhnjM If you're involved in AI and Machine Learning this is a must-attend webinar. Neural nets have just changed - smaller, smarter, and better decisions are possible by adding "dendrites" to the neural net "brain". Dr. Rorry Brenner talks about the breakthrough and how you can reach greater heights with Just One Hour of additional coding. Machine learning (ML) and neural networks have experienced rapid growth and innovation in recent years, revolutionizing various industries and paving the way for groundbreaking applications. This webinar explores the latest advances in these domains, their practical implications, and the potential future developments that could reshape our technological landscape. This webinar is for everyone from CEO to AI and machine learning experts who want to know how the next generation of machine learning will Advance Years in Minutes, With Dendritic Intelligence. What you will learn in this webinar workshop: ✅ What is Dendritic Intelligence ✅ Biological Background ✅ Perforated Backpropagation™ ✅ Dendritic Intelligence Capabilities ✅ Implementation in 1 hour or less ✅ Best Practices for Complex Networks ✅ Q&A About the Presenter: Dr. Brenner began his academic journey at Carnegie Mellon University, earning a degree in computer science. He continued his education receiving a Ph.D. in neuroscience from the University of Southern California. There, he discovered a unique mechanism in biological neurons absent in artificial neurons used in deep learning. This revelation was transformative, revealing a new frontier in AI development by integrating modern neuroscience with software engineering. Determined to bridge this gap, Dr. Brenner founded Perforated AI. The company leverages dendritic integration to create neural networks that are smarter, smaller, and more cost-effective. By combining his computer science and neuroscience expertise, Dr. Brenner has positioned Perforated AI at the cutting edge of AI innovation, empowering data scientists with tools that bring techniques of the human brain to modern AI systems. Perforated AI was founded by Dr. Rorry Brenner in 2022. Christa Martin: Moderator Christa’s background in Chemistry, Material Science, and Electrical Engineering enhances her passion for data-driven marketing and sales approaches. Additional education includes an MBA, executive education at Harvard Business School, and a Certificate in AI, Implications for Business Strategy from MIT. She works with large, SMBs and Start-Up Companies creating growth engines for success. #AI #ML #MachineLearning #GenerativeAI #Technology #innovation

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  • 📈 Redefining Financial Forecasting with Perforated AI In the high-stakes world of finance, every fraction of a percent matters. That's why we're excited to announce that Perforated AI's dendrite-inspired neural networks are achieving up to 30% better ROI in stock trading applications compared to traditional models. Our AI isn't just smaller – it's smarter. By mimicking the complex structures of biological neurons, our models can: Identify subtle market trends before they become apparent: 📈More accurately predict market movements 📈Optimize trading strategies in real-time 📈Manage risk with unprecedented precision But it's not just about trading. Our AI is transforming every aspect of financial forecasting: 📈More accurate credit risk assessment 📈Enhanced fraud detection capabilities 📈Improved customer segmentation for personalized financial products 📈Optimized portfolio management And the best part? Our models are up to 90.7% smaller than traditional neural networks, meaning you can run complex financial models with a fraction of the computational resources. At Perforated AI, we're not just predicting the future of finance – we're shaping it. Are you ready to gain the ultimate edge in financial forecasting? #PerforatedAI #FinTech #AITrading #FinancialForecasting #ml #machinelearning #PyTorch #AI #Business

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    86 followers

    🚀 Perforated AI: Transforming Drug Discovery with Dendrite-Inspired AI The pharmaceutical industry stands on the brink of a new era, and Perforated AI is proud to be at the forefront. Our dendrite-inspired neural networks could revolutionize drug discovery, showing 40.9% improvement in AUC scores on state-of-the-art open-source methods. What does this mean for the industry? 🚀 Faster identification of promising drug candidates 🚀 More accurate predictions of drug efficacy and side effects 🚀 Significant reduction in the time and cost of bringing new drugs to market 🚀 Improved success rates in clinical trials 🚀 New hope for treatments of rare and complex diseases Our AI doesn't just process data – it uncovers insights that have eluded researchers for years. By mirroring the complex decision-making processes of biological neurons, our models can identify subtle patterns and relationships in vast datasets that traditional AI might miss. One hour of integration with our PyTorch optimizer could save years in your drug discovery pipeline. Imagine the impact: life-saving treatments reaching patients faster, reduced R&D costs, and a competitive edge in a rapidly evolving industry. At Perforated AI, we're not just improving drug discovery – we're accelerating the future of healthcare. Our offer to those who want to accelerate their development and uncover insights?  For a Limited Time - One free Artificial Dendrite to optimize each of the artificial neurons in your model. You Need Only 1 Hour of Your Coding Time - Unparalleled Results www.perforatedai.com #AI #DrugDiscovery #AIinPharma #HealthcareInnovation #PyTorch #Machinelearning

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    86 followers

    Exciting news from the PyTorch Conference! 🎉 NVIDIA's Piotr Bialecki delivered his first keynote, marking a significant moment for the PyTorch community. As someone whose insights, along with the PyTorch forums, played a crucial role in helping our founder build Perforated AI, we're thrilled to see Piotr take the stage. Speaking of Perforated AI, we're showcasing our groundbreaking technology at booth B5. Don't miss this opportunity to see how we're revolutionizing neural net programming! 🚀 Why Perforated AI is a game-changer: Streamlines model architecture design Dramatically reduces time to market Enhances model efficiency without sacrificing accuracy Our journey with PyTorch has been instrumental in developing these innovations. We're excited to share our progress and connect with fellow AI enthusiasts. Join us at booth B5 to explore the future of AI development with Perforated AI. Let's push the boundaries of what's possible in neural network programming together! NVIDIA Piotr Bialecki #PyTorchConference #PerforatedAI #AIInnovation #MachineLearning #NVIDIA #ml #AI #innovation

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