We’re releasing lrnnx, an open-source library for working with Linear Recurrent Neural Networks (LRNNs). LRNNs sit at the intersection of classical linear dynamical systems and modern deep learning, offering strong guarantees on stability, trainability, and long-range modeling. Despite their promise, existing implementations are scattered across frameworks, rely on fragile optimizations, and are hard to compare or extend. lrnnx is our attempt to fix that. Find more details in the technical report: https://lnkd.in/g7HN94t2 This project is fully open-source under the MIT License. Source code: https://lnkd.in/giSukyKM As an aside, this work was also accepted to the EACL 2026 Student Research Workshop. Authors: Karan Bania, Soham Kalburgi, Manit Tanwar, Dhruthi, Aditya Nagarsekar, Harshvardhan Mestha, Naman Chibber, Raj Deshmukh, Anish Sathyanarayanan, Aarush Rathore, Pratham Chheda We look forward to feedback and contributions.
Society for Artificial Intelligence and Deep learning
Non-profit Organizations
Goa, Goa 1,568 followers
https://www.saidl.in/
About us
SAiDl is a non-profit, professional group of motivated individuals based out of BITS Pilani, working on research and application of Artificial Intelligence and Deep Learning. we aim to: - Inculcate the spirit of research in Indian universities - Form an extensive alumni network of researchers in AI and deep learning, and - Collaborate with industry and research labs on cutting-edge research
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https://www.saidl.in/
External link for Society for Artificial Intelligence and Deep learning
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- Non-profit Organizations
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- 11-50 employees
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- Goa, Goa
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- Nonprofit
- Specialties
- Machine Learning, Deep Learning, and Data Science
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