Deprecated, please go to next generation Ultra-Low Power RISC-V Core https://github.com/riscv-mcu/e203_hbirdv2
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Updated
Mar 24, 2021 - Verilog
Deprecated, please go to next generation Ultra-Low Power RISC-V Core https://github.com/riscv-mcu/e203_hbirdv2
Jo's Embedded Serial File System (for Standard Serial NOR-Flash)
TinyML & Edge AI: On-device inference, model quantization, embedded ML, ultra-low-power AI for microcontrollers and IoT devices.
RTC-based scheduler implementation suitable for ultra-low power applications, where recurring tasks are needed to be executed with long periods. Can be effectively combined with RTOS.
Distributed Volunteer Computing with IOT
Experiment in building a simple battery powered ESP32 e-Ink room temperature thermometer
Edge MoE inference on 1988 silicon: an integer-only ternary transformer live on a Sega Genesis 68000 — memory-mapped cartridge ROM makes expert activation free. Zero-cost expert routing, measured.
BEEP base PCB (Nordic nRF) firmware
TinyML transformer on a stock Game Boy Color: TinyStories-260K running locally on 8-bit hardware. Ultra-low-power edge inference with aggressive model compression.
Ultra-low-power edge inference at its limit: a ternary transformer LLM on the NES 1.79 MHz 6502. 8-bit accumulator, exact cycle counts, 0.634 s/token, verified token-exact against a host reference.
TinyML quantization result: on the SNES 65816, ternary beats int8 by 2.02x despite a free hardware multiply — because the cost is operand traffic, not arithmetic. A transformer LLM on 1990 silicon.
Energy-aware power management and battery-life estimation library for Arduino IoT projects.Arduino ESP32 AVR SAMD IoT battery-life power management BLE GPS LoRa energy harvesting
Multi-mode Ultra-Low-Power Wearable Ultrasound Platform
A presentation pen that attempts to solve the problem of lightweight operation while supporting multitasking and multiple wireless protocols.
Ultra-Low Power Single push button ON/OFF controller based on ATTiny13/13A/25/45/85 for other microController and circuits application
Analog light sensor to night power up LED garland. For Camping use.
High-efficiency wind speed sensor
Guest lecture at Høyskolen Kristiania in the course Maskin-til maskin-kommunikasjon (TEK303) about Protocols for the Internet of Things & Serverless Architecture
Repository containing code, videos and documentation of my Master Thesis work "Cascading On-Device Keyword Spotting and Speaker Verification in TinyML"
Arduino code to control the Step of a motorhome. Arduino + motion detector (MPU-6050) + relay + ultra low power
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