Embedded Systems Lab (ESL) - EPFL

Embedded Systems Laboratory (ESL) at École Polytechnique Fédérale de Lausanne (EPFL)

EPFL, Lausanne, Switzerland

Pinned Repositories

3d-ice
3D-ICE Official github repository
Language:C16 5 15
edge-ai-cough-count
Language:Jupyter Notebook7 4 02
epilepsy2bids
Python library to convert EEG datasets to a BIDS compatible dataset
Language:Python7 5 21
gem5-X
The gem5-X open source framework (based on the gem5 simulator)
Language:C++38 5 211
HEEPsilon
A low power platform based on X-HEEP and integrating the ESL-CGRA
Language:C11 3 98
KID-PPG
KID-PPG package for heart rate extraction from photoplethysmography signals
Language:Jupyter Notebook6 7 51
OpenEdgeCGRA
An Open-Hardware CGRA for accelerated computation on the edge.
Language:Python12 6 13
sz-validation-framework
Framework for the validation of EEG based automated seizure detection algorithms
Language:Python13 7 21
timescoring
Lib for event and sample based performance metrics
Language:Python10 6 31
x-heep
eXtendable Heterogeneous Energy-Efficient Platform based on RISC-V
Language:C154 10 23383

Embedded Systems Lab (ESL) - EPFL's Repositories

esl-epfl/x-heep
eXtendable Heterogeneous Energy-Efficient Platform based on RISC-V
Language:C154 10 23383
esl-epfl/sz-validation-framework
Framework for the validation of EEG based automated seizure detection algorithms
Language:Python13 7 21
esl-epfl/OpenEdgeCGRA
An Open-Hardware CGRA for accelerated computation on the edge.
Language:Python12 6 13
esl-epfl/HEEPsilon
A low power platform based on X-HEEP and integrating the ESL-CGRA
Language:C11 3 98
esl-epfl/timescoring
Lib for event and sample based performance metrics
Language:Python10 6 31
esl-epfl/epilepsy2bids
Python library to convert EEG datasets to a BIDS compatible dataset
Language:Python7 5 21
esl-epfl/ESL-CGRA-simulator
ESL-CGRA-simulator
Language:Jupyter Notebook6 1 68
esl-epfl/KID-PPG
KID-PPG package for heart rate extraction from photoplethysmography signals
Language:Jupyter Notebook6 7 51
esl-epfl/biomedbench
BiomedBench is a benchmark suite of biomedical applications targeting low-power wearables
Language:C5 6 13
esl-epfl/TEE4EHR
Language:Jupyter Notebook3 1 31
esl-epfl/VersaSens
VersaSens: An Extendable Multimodal Platform for Next-Generation Edge-AI Wearables
Language:C3 4 22
esl-epfl/Cough-E
Language:C21
esl-epfl/cv32e40px
CV32E40P is an in-order 4-stage RISC-V RV32IMFCXpulp CPU based on RI5CY from PULP-Platform
Language:SystemVerilog2 2 33
esl-epfl/DIsco-CGRA-sim
Language:C2 5 0
esl-epfl/gotman_1982
SzCORE replication of the 1982 Gotman seizure detection algorithm
Language:Python22
esl-epfl/xheep_matrix_spec
X-HEEP Matrix Extensions derived from T-Head
Language:LLVM2 6 02
esl-epfl/FETCH
Language:Jupyter Notebook1 3 0
esl-epfl/szcore
This repository hosts an open seizure detection benchmarking platform.
Language:JavaScript11
esl-epfl/szcore-evaluation
Compare szCORE compliant annotations of EEG datasets of people with epilelpsy
Language:Python1 6 01
esl-epfl/relu_dc_is_all_you_need
Reproduction code accompanying the paper "DC is all you need: describing ReLU from a signal processing standpoint"
Language:Python0 6 00
esl-epfl/streaminnc
Don't Think It Twice: Exploit Shift Invariance for Efficient Online Streaming Inference of CNNs
Language:Python0 8 01
esl-epfl/edalize
An abstraction library for interfacing EDA tools
Language:Python0 03
esl-epfl/eegwavenet_2021
SzCORE compatible reproduction of EEGWaveNet: Multiscale CNN-Based Spatiotemporal Feature Extraction for EEG Seizure Detection
Language:Python
esl-epfl/eventnet_2024
SzCORE compatible re-implementation of Seeuws, Nick, et al. Avoiding Post-Processing With Event-Based Detection in Biomedical Signals
Language:Python
esl-epfl/obi_spi_slave
Language:SystemVerilog1
esl-epfl/pmt
PMT: Power Measurement Toolkit. Cloned repository
Language:C++
esl-epfl/tang_2021
SzCORE compatible version of Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Language:Python
esl-epfl/ti_robot_maze
Language:C
esl-epfl/TimEHR
Language:Jupyter Notebook1 0
esl-epfl/zhu_2023
SzCORE compatible reproduction of Zhu et al. Automated Seizure Detection using Transformer Models on Multi-Channel EEG
Language:Python