Peking University and the Shanghai Institute of Microsystem and Information Technology released the first memristor neurodynamic chip that performs controllable in-memory computing. The device reduces single-step operation latency to 2.12 milliseconds. The chip was fabricated on a 40-nanometer process. Its in-memory computing array and peripheral circuits occupy 0.28 square millimeters and run at 50 megahertz. A single integration step uses only nine pipeline stages. Results

Meta Brain2Qwerty v2 decodes full sentences from non-invasive brain signals in real time. The update moves past character-level output. It produces complete words and semantic meaning without surgery or implants. Researchers led by Alexandre Défossez at Meta published the work after v1 appeared in Nature earlier this year. Meta stated in their research paper announcing v2 that the new pipeline processes raw EEG data directly and delivers sentences with higher accuracy than pr

Neuromorphic AI chips from Intel and IBM reached new test milestones this spring. The devices run spiking neural networks that only activate when data arrives, unlike standard GPUs that stay powered on. Early results show order-of-magnitude drops in energy per inference on vision and audio tasks. Standard processors still win on raw throughput for large models. Intel's Loihi 2 and IBM's NorthPole both ship in developer kits now. Each board pairs the neuromorphic die with conv