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
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.
Experiment in building a simple battery powered ESP32 e-Ink room temperature thermometer
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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