Beitrag von Command Alkon DACH

📅 On July 3rd, our colleagues Andy Walter and Thies Schönfeldt will demonstrate how #AI can be used on #embedded systems for local and offline image #processing.   Experience live how AI-supported image processing applications are implemented for precise object detection and volume determination, and learn about the #architectures and #optimization techniques required to maximize model performance with limited resources.   👉 To view the detailed conference program and learn more about the #speakers, register today here: https://lnkd.in/dyMT2AKy   We look forward to meeting you in #Munich on July 3rd! #Data #EmbeddedApplications #Industry #Event

Topic:- Introducing sLSTM: A Step Forward in LSTM Architecture!  To further enhance LSTM (Long Short-Term Memory) networks, the sLSTM (Stabilized LSTM) architecture introduces several new concepts to improve memory handling and storage decisions. Here are the key takeaways: Exponential Gates & Stabilization:   In sLSTM, input and forget gates can use exponential activation functions, which empower the model to handle complex memory revisions. However, to avoid overflows, we implement a stabilizer state that helps control these large values. Forward Pass Simplified:   - Cell State (ct): ct = ft * ct-1 + it * zt   - Normalizer State (nt): nt = ft * nt-1 + it   - Hidden State (ht): ht = ot * (ct / nt) New Memory Mixing Capabilities:   sLSTM introduces multiple memory cells with recurrent connections to gates (input, forget, output) and memory inputs, providing more dynamic and effective memory management. The concept of multiple heads for sLSTM allows for a new way of mixing memory, within each head but not across heads, enabling finer control of the network's learning process. Stabilization of Gates:   With exponential activation leading to potential instability, stabilization comes in by introducing a stabilizer state (mt), which prevents overflows while maintaining network performance. This ensures that even with exponential gates, the network remains stable and efficient. The introduction of sLSTM presents an exciting way to mix memory, control activation values, and extend the flexibility of traditional LSTM architectures, making it a powerful tool for more complex deep learning tasks. Let me know your thoughts! Would love to hear from fellow researchers and AI enthusiasts! #AI #DeepLearning #LSTM #NeuralNetworks #sLSTM #MachineLearning #TechInnovation #ExponentialGates #MemoryMixing

#ossym24…loading… 📍 Only 5 months to go until the sixth International Open Search Symposium – and our heads are already spinning from all the preparations ;-) 🗓 Mark October 9-11 in your calendar. This year’s #ossym will take place at Leibniz Supercomputing Centre in Garching near Munich + online. In the past years #ossym was hosted at CERN, who is still part of the organising committee. We are currently busy planning the agenda, but first things first: ❓ What is #ossym? ➡ #ossym (International Open Search Symposium) is an international conference series that brings together the Open Web Search community in Europe on a yearly basis. The hybrid conference provides a forum to discuss and further develop the ideas and concepts of #OpenWebSearch and related topics in various formats including scientific talks, panels, workshops, demonstrations, student challenges and informal discussion spaces. ❓ Who is it for? ➡ Participants include researchers, data centres, libraries, policy makers, legal and ethical experts, and society. ❓ What does it cost? ➡ #ossym24 is free of charge. ❓ What will be the main topics? ➡ Following our call for papers and demos, we are currently assessing the manifold pitch papers and abstracts. This year’s #ossym focus points are: + Crawling, Data acquisition and pre-processing + Enrichment and Annotation + Applying Open Search technologies  + IR / NLP + HPLT High Performance Language Technologies + Sustainability and energy efficiency + Artificial Intelligence (AI), LLM/RAG … Non-tech topics include talks and discussions on: + Ethical and societal aspects of websearch + Education and Literacy + Legal topics Also we will continue our track on alternative #SearchEngines and plan another round of hands-on #workshops on various topics of websearch, search engines and web data. The program is going to be up and running soon, and we’ll be adding to it regularly. Stay tuned! ❓ What’s next? ➡ Registration for #ossym opens June 15th! Make sure to check back soon to save your spot early on. More Info: https://lnkd.in/gv3Hp5XV

💫Faces of EXA4MIND💫 We want to introduce the people who contribute to achieving our goal: building an extreme data platform that enables advanced data analytics on supercomputers and automated data management. Today we present Mohamad Hayek from the Leibniz Supercomputing Centre and data management researcher of EXA4MIND. 🗣 "The advancement of application cases that use databases for e.g AI applications, led to the need of advanced storage and computing resources mostly available at supercomputing centres. At the same time, supercomputing centres lack a concrete solution for the use of database management systems on their systems. What makes EXA4MIND special and what will generate a positive impact, is our attempt to fill that gap by providing a database management solution that integrates well with these advanced systems". Watch his interview ⤵ #DataMining #Research #AI #Datasets #supercomputing #MeetTheTeam #EXA4MIND

Join us in Nürnberg on October 17th, 2024! Our DACH team will be hosting the conference "Material Information Meets Design, Innovation, and Sustainability" at the Holiday Inn Nürnberg City Centre.   Key topics include: - Material data management and IP protection - Material digitalization - Linking material selection with sustainability - AI applications in materials science - Navigating global compliance With top speakers and industry leaders, this is a must-attend event for professionals in materials, design, and sustainability. 👉 Register now to secure your spot: https://lnkd.in/dyfTgXpB   #MaterialsScience #Sustainability #Innovation #AI #DataManagement 

📢New paper: 💡 Artificial Intelligence for Digital Heritage Innovation: Setting up a R&D Agenda for Europe 👇