explore | Grilled Cheese

#AI is a hot topic in #ecology, but is our #data actually AI-ready? 📊

💻New methods paper in @ibe.pensoft.net, proposes using #deeplearning to collect richer ecological data, with the goal of better predicting how ecological communities change.

👉 #Openaccess article: doi.org/10.3897/ibe....

#AI is a hot topic in #ecology, but is our #data actually AI-ready?

This new methods paper, published in our journal, proposes using #deeplearning to collect richer ecological data, with the goal of better predicting how ecological communities change.

Open-access article: doi.org/10.3897/ibe....

New arXiv work introduces ANCRe, a lightweight framework that learns residual connection layouts to address underutilized depth in foundation models, reporting under 1% overhead while improving convergence…

#ANCRe #DeepLearning #FoundationModels #NeuralNetworks
https://arxiv.org/abs/2602.09009

New arXiv work systematically studies how deep sequence models like RNNs and Transformers can be used in conformal prediction for time series, aiming to deliver reliable uncertainty…

#ConformalPrediction #TimeSeries #DeepLearning #UncertaintyQuantification
https://arxiv.org/abs/2610.02357

New arXiv pipeline uses a three-stage, topology-preserving approach to colon segmentation in 3D abdominal CT scans, improving structural continuity on TotalSegmentator and RAOS datasets.

#AI #MedicalImaging #DeepLearning #arXiv
https://arxiv.org/abs/2610.03467

Will you be at #SfN2026 this November? We'd love to know! 🧠

If you're planning to attend, let us know and leave us a note here: airtable.com/appWO8lu7xm3...

#SfN #Neuroscience #ComputationalNeuroscience #NeuroAI #DeepLearning #ComputationalBehavior #ComputationalBehaviour #EarlyCareerResearchers

SpheroSeg brings together biology and AI. Developed by researchers from ÚTIA and UCT Prague, the open-source tool uses deep learning to automate cell spheroid analysis. Adam Novozamsky from ÚTIA is one of the co-corresponding authors.

utia.cas.cz/en/news/sphe...

#UTIA #SpheroSeg #DeepLearning

Some technologies earn a place in history while still reinventing themselves. The FPGA is one of them. Our upcoming webinar, on October 26 at 11 AM ET, looks at the FPGA from both perspectives.

#IEEEMilestone #FPGA #DeepLearning #TechHistory

Unlock the secret to smarter models! 🚀 Dive into Neural Architecture Search and see how it boosts performance while slashing power use. #AI #DeepLearning #NeuralArchitectureSearch #EfficientDL 🔗

AI agents improve reasoning with two key techniques: Chain of Thought and Tree of Thoughts. Chain is linear, fast, and great for routine tasks. Tree explores multiple paths, is costly but handles complex problems better. #AI #MachineLearning #DeepLearning