--- title: "#embedded-ai articles | Hashnode" description: "Explore 10 articles tagged #embedded-ai on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/embedded-ai" --- Tag # #embedded-ai 10 posts · 0 followers [circuitrocks](https://hashnode.com/@circuitrocks) · [Sep 7](https://hashnode.com/posts/no-cpu-no-software-this-neural-net-lives-inside-an-artix-7-fpga/6a9e7e9209b35f67b0c61f04) ### [No CPU, No Software: This Neural Net Lives Inside an Artix-7 FPGA](https://circuitrocks.hashnode.dev/no-cpu-no-software-this-neural-net-lives-inside-an-artix-7-fpga?utm_source=hashnode&utm_medium=feed) No CPU No Software: A Basys 3 FPGA recognizes handwritten digits in half a millisecond with no processor, no OS, and no inference library. 3 min read · [circuitrocks.hashnode.dev](https://circuitrocks.hashnode.dev/no-cpu-no-software-this-neural-net-lives-inside-an-artix-7-fpga?utm_source=hashnode&utm_medium=feed) [circuitrocks](https://hashnode.com/@circuitrocks) · [Aug 27](https://hashnode.com/posts/an-esp32-p4-runs-doom-while-claude-sonnet-fumbles-the-controls/6a8fb7fec0d4653e9318084e) ### [An ESP32-P4 Runs Doom While Claude Sonnet Fumbles the Controls](https://circuitrocks.hashnode.dev/an-esp32-p4-runs-doom-while-claude-sonnet-fumbles-the-controls?utm_source=hashnode&utm_medium=feed) ESP32-P4 Runs Doom While: A 51-ray depth scan, an ASCII automap, and a WebSocket that freezes the game between moves. 3 min read · [circuitrocks.hashnode.dev](https://circuitrocks.hashnode.dev/an-esp32-p4-runs-doom-while-claude-sonnet-fumbles-the-controls?utm_source=hashnode&utm_medium=feed) [circuitrocks](https://hashnode.com/@circuitrocks) · [Aug 19](https://hashnode.com/posts/brainboard1500-puts-neuromorphic-ai-on-an-arduino-nicla-board/6a85722ede0d2296a1f3bbbf) ### [BrainBoard1500 Puts Neuromorphic AI on an Arduino Nicla Board](https://circuitrocks.hashnode.dev/brainboard1500-puts-neuromorphic-ai-on-an-arduino-nicla-board?utm_source=hashnode&utm_medium=feed) BrainBoard1500 Puts Neuromorphic AI: BrainChip's AKD1500 accelerator lands on an Arduino Nicla footprint with 32 neural cores, 4 MB flash, and a current… 3 min read · [circuitrocks.hashnode.dev](https://circuitrocks.hashnode.dev/brainboard1500-puts-neuromorphic-ai-on-an-arduino-nicla-board?utm_source=hashnode&utm_medium=feed) [circuitrocks](https://hashnode.com/@circuitrocks) · [Aug 13](https://hashnode.com/posts/xcore-vision-on-device-ai-camera-vision-no-raspberry-pi/6a7d893a8d12f20e553eace6) ### [XCORE-VISION: On-Device AI Camera Vision, No Raspberry Pi](https://circuitrocks.hashnode.dev/xcore-vision-on-device-ai-camera-vision-no-raspberry-pi?utm_source=hashnode&utm_medium=feed) XCORE-VISION On-Device AI Camera: XMOS XCORE-VISION runs YOLOv8 and MobileNetV2 on-device with an 8MP camera and no Raspberry Pi overhead. 3 min read · [circuitrocks.hashnode.dev](https://circuitrocks.hashnode.dev/xcore-vision-on-device-ai-camera-vision-no-raspberry-pi?utm_source=hashnode&utm_medium=feed) [CausalWorld](https://hashnode.com/@world-model) · [Jun 4](https://hashnode.com/posts/nvidia-cosmos-3-and-the-open-future-of-physical-ai/6a2152ab312f863e8c1d519d) ### [NVIDIA Cosmos 3 and the Open Future of Physical AI](https://causalworldmodel.com/nvidia-cosmos-3-and-the-open-future-of-physical-ai?utm_source=hashnode&utm_medium=feed) NVIDIA launches Cosmos 3 and a coalition to accelerate open world models for robotics, autonomous vehicles and vision AI. 2 min read · [causalworldmodel.com](https://causalworldmodel.com/nvidia-cosmos-3-and-the-open-future-of-physical-ai?utm_source=hashnode&utm_medium=feed) [CausalWorld](https://hashnode.com/@world-model) · [Jun 3](https://hashnode.com/posts/world-models-for-robots-how-ai-learns-to-understand-the-physical-world/6a20610b78a43e3153ae8642) ### [World Models for Robots: How AI Learns to Understand the Physical World](https://causalworldmodel.com/world-models-for-robots-how-ai-learns-to-understand-the-physical-world?utm_source=hashnode&utm_medium=feed) Discover how world models help robots predict, and act in the real world. A clear introduction to world models, robot learning, physical AI and robots. 7 min read · [causalworldmodel.com](https://causalworldmodel.com/world-models-for-robots-how-ai-learns-to-understand-the-physical-world?utm_source=hashnode&utm_medium=feed) [CausalWorld](https://hashnode.com/@world-model) · [May 26](https://hashnode.com/posts/world-reasoning-arena-explained-can-ai-world-models-truly-simulate-and-plan/6a1570337d85e6a1af690970) ### [World Reasoning Arena Explained: Can AI World Models Truly Simulate and Plan?](https://causalworldmodel.com/world-reasoning-arena-explained-can-ai-world-models-truly-simulate-and-plan?utm_source=hashnode&utm_medium=feed) Discover WR-Arena, a benchmark evaluating whether AI world models can simulate actions, maintain coherent futures and support goal-directed planning. 11 min read · [causalworldmodel.com](https://causalworldmodel.com/world-reasoning-arena-explained-can-ai-world-models-truly-simulate-and-plan?utm_source=hashnode&utm_medium=feed) [EdgeSOM](https://hashnode.com/@EdgeSOM) · [Jan 11](https://hashnode.com/posts/why-model-distillation-is-the-key-to-profitable-ai-toys/6963a91e7975b6e479e67716) ### [Why Model Distillation Is the Key to Profitable AI Toys](https://edgesom.hashnode.dev/why-model-distillation-is-the-key-to-profitable-ai-toys?utm_source=hashnode&utm_medium=feed) About the author：EdgeSOM is a full-stack AI hardware solution provider specializing in AI toys, education robots, companion robots, and smart home devices. 2 min read · [edgesom.hashnode.dev](https://edgesom.hashnode.dev/why-model-distillation-is-the-key-to-profitable-ai-toys?utm_source=hashnode&utm_medium=feed) [Anderson Cordeiro de Souza](https://hashnode.com/@cordeiro) · [Dec 16, 2025](https://hashnode.com/posts/how-embedded-ai-is-transforming-service-robots/694183798b65130546af770b) ### [How Embedded AI is Transforming Service Robots](https://cordeiros.hashnode.dev/how-embedded-ai-is-transforming-service-robots?utm_source=hashnode&utm_medium=feed) Edge AI applied to real-world robotics Service and reception robots are no longer just futuristic concepts. They are increasingly present in real environments such as companies, hospitals, innovation hubs, and industrial facilities. However, many of ... 5 min read · [cordeiros.hashnode.dev](https://cordeiros.hashnode.dev/how-embedded-ai-is-transforming-service-robots?utm_source=hashnode&utm_medium=feed) [Forlinx Jason](https://hashnode.com/@forlinxembedded) · [Oct 31, 2025](https://hashnode.com/posts/porting-of-mobilenetv3-model-and-implementation-of-handwritten-digit-recognition-based-on-okmx8mp-c-linux-5470/69044d72efd60c06c198d74e) ### [Porting of MobileNetV3 Model and Implementation of Handwritten Digit Recognition Based on OKMX8MP-C (Linux 5.4.70)](https://forlinxembedded-news.hashnode.dev/porting-of-mobilenetv3-model-and-implementation-of-handwritten-digit-recognition-based-on-okmx8mp-c-linux-5470?utm_source=hashnode&utm_medium=feed) This article details how to port and run the MobileNetV3 model on the Forlinx OKMX8MP-C embedded platform to achieve the function of handwritten digit recognition. From dataset import, model training and validation to TensorFlow Lite quantization and... 9 min read · [forlinxembedded-news.hashnode.dev](https://forlinxembedded-news.hashnode.dev/porting-of-mobilenetv3-model-and-implementation-of-handwritten-digit-recognition-based-on-okmx8mp-c-linux-5470?utm_source=hashnode&utm_medium=feed)