Tomo Hiroyasu @HTechLab
Doshisha University, System Engineering, Evolutionary, Computation Brain Mapping, Neuroimaging is.doshisha.ac.jp/~tomo/ Kyoto, Japan Joined June 2018-
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ShinkaEvolve出ました!LLMを使ったコード自動改善のフレームワークです。Sakana AI版AlphaEvolve……と言うと話は簡単ですが、性能も使いやすさも様々な工夫があり、凄く良く出来てます。自分も面白い利用を既に何度か試してまして、このソフトウェアの大ファンです。その話はまた後日……!
ShinkaEvolve出ました!LLMを使ったコード自動改善のフレームワークです。Sakana AI版AlphaEvolve……と言うと話は簡単ですが、性能も使いやすさも様々な工夫があり、凄く良く出来てます。自分も面白い利用を既に何度か試してまして、このソフトウェアの大ファンです。その話はまた後日……!
How does HNSW actually work? 𝗛𝗶𝗲𝗿𝗮𝗿𝗰𝗵𝗶𝗰𝗮𝗹 𝗡𝗮𝘃𝗶𝗴𝗮𝗯𝗹𝗲 𝗦𝗺𝗮𝗹𝗹 𝗪𝗼𝗿𝗹𝗱 (𝗛𝗡𝗦𝗪) is the algorithm behind most modern vector databases, but the algorithm can seem pretty complex. Here's the breakdown of how it works, and why so many vector databases use…
Nature Neuroscience Hippocampal spatial representations exhibit a hyperbolic geometry that expands with experience nature.com/articles/s4159…
「AI活用の脳深部刺激で 慢性的な痛み を軽減」 ・ UCSFを中心とする研究チーム ・ AIを活用して患者ごとに最適化した脳深部刺激(DBS)を行い、慢性的な痛みを軽減できる可能性を示した ・ 慢性的な痛みは世界人口の約2割が抱えるとされ、個別化医療の新しい方向性を提示 ledge.ai/articles/ai_br…
1/ It feels surreal to announce completion of the first human trial in the development of our neurotech platform for designing mental states, from the molecular level. Human experience is now programmable. A🧵on the sequel to psychedelics & the first new "emotion in a bottle."
Rethinking Personality: What if the Big Five isn't the full story? Our latest research using Topological Graph Analysis (TGA) has uncovered something remarkable, entirely new personality dimensions that challenge how we understand human traits. While traditional models give us…
ROC and AUC are important concepts for evaluating classification models in business (e.g. lead scoring). In 3 minutes, I'll demystify AUC.
You have no idea what attention looks like 🤥 Many talk about attention like it's simple, but few know how it actually works. Even basic stuff like shapes and prefill / decode are not that easy to grasp. Good thing HF is cooking a blogpost to help you out 🫂
Target-aware molecule generation with graph-transformer GANs Drug discovery starts with finding small molecules that stick to the right protein—but the search space is mind-boggling (10³⁰–10⁶⁰ possible molecules). Most AI generators make “drug-like” molecules, yet aren’t…
Why do we sleep? And how? The 2 theories, broken down cell.com/neuron/fulltex… @NeuroCellPress
*The Origins of Representation Manifolds in LLMs* by Modell et al. They study the presence of "interpretable features" in LLMs embedded as manifolds and how their geometry connects to the internal representations of the models. arxiv.org/abs/2505.18235
By converting keystrokes into electrical signals, this keyboard can diagnose Parkinson’s dementia with an accuracy of 96.97%.
🦵🧠 New fNIRS study investigating step initiation in Parkinson’s. Reduced SMA & DLPFC activity slows step initiation, especially under conflicting cues. This new research by de Oliveira et al provides insights for smarter rehab & fall prevention. 📖doi.org/10.1016/j.dscb…
This one was much, much easier! ;) nice little review plus a bit of new knowledge. Also, I gotta give a shout out to @rasbt for the quality and quantity of supplemental information provided in the book. A truely unmatched level of bonus resources. Thank you!
Biophysics meets AI in protein engineering Proteins are the molecular machines of life, and designing new ones is a central challenge for medicine, biotechnology, and synthetic biology. In recent years, protein language models (PLMs)—AI systems trained on millions of natural…
Overflow metabolism in bacterial, yeast, and mammalian cells: different names, same game doi.org/10.1038/s44320…
New paper in Imaging Neuroscience by Francesca Morfini, Randy P. Auerbach, et al: Brain functional connectivity predicts depression and anxiety during childhood and adolescence: A connectome-based predictive modeling approach doi.org/10.1162/IMAG.a…
「AI聴診器が3種類の心疾患を15秒で検出」 ・ カリフォルニアのEko Health社 ・ トランプカードサイズのAI搭載聴診器 ・ 心房細動・心不全・心弁膜症の診断を15秒以内に可能に ・ TRICORDER研究で診断機会3.5倍向上を実証 ・ 患者1人当たり約50万円の医療費削減が可能 innovatopia.jp/healthcare/hea…

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