Model: Makatia/adaptive-serdes-lstm-controller
Author: Makatia
Pipeline: other
Library: pytorch
Tags: pytorch, adaptive_serdes_lstm, serdes, lstm, adaptive-control, signal-processing, communications, equalization, hardware-optimization, real-time-systems, other, en, dataset:synthetic, license:mit, model-index, region:us
Card metadata: language: en
license: mit
library_name: pytorch
pipeline_tag: other
tags: serdes, lstm, adaptive-control, signal-processing, communications, equalization, hardware-optimization, real-time-systems
datasets: synthetic
metrics: mse, r2, mae
model-index: name: adaptive-serdes-lstm-controller
results: task: type: regression
name: SerDes Parameter Optimization
metrics: type: r2_score
value: 0.92
name: R² Score
verified: no, type: mean_absolute_error
value: 0.05
name: Mean Absolute Error
verified: no, type: mse
value: 0.003
name: Mean Squared Error
verified: no
widget: text: Channel characterization: 25.78125 Gb/s data rate with -18.22 dB insertion loss
example_title: High-Speed Channel Adaptation
Likes: 0 | All-time downloads: 30
Created: 2025-09-07 22:23:24