Projects in Awesome Lists by Saran-nns
A curated list of projects in awesome lists by Saran-nns .
https://github.com/saran-nns/sorn
PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
associative-networks autonomous-agents bolzmann-machines brain-inspired-computing complex-networks cortical-learning cortical-network hebbian-learning hopfield-network machine-learning neuro-computing neuroinformatics neuroplasticity point-neurons reinforcement-learning reservoir-computing self-organizing-criticality self-organizing-network sorn
Last synced: 17 Mar 2025
https://github.com/saran-nns/complexneuraldynamics
Experiments with phase space dynamics of complex neural systems
Last synced: 04 Apr 2025
https://github.com/saran-nns/rmsorn
PyPi package of Reward-Modulated Self Organizing Recurrent Neural Network
artifical-intelligense brain-inspired-computing criticality deep-learning dynamical-modeling machine-learning neuroscience reinforcement-learning self-organizing-network spiking-cortical-model spiking-neural-networks
Last synced: 04 Apr 2025
https://github.com/saran-nns/huggingtext
BERT based off-the-shelf sentiment classifier for sentiment analysis tasks as a micro service with docker.
Last synced: 04 Apr 2025
https://github.com/saran-nns/neurogenesis
Investigate the necessary conditions to add new neurons in the brain inspired neural network models
Last synced: 04 Apr 2025
https://github.com/saran-nns/edge-computing-with-tf
Audio signal processing steps for training Deep Generative Neural Networks
Last synced: 04 Apr 2025
https://github.com/saran-nns/jaxifier
Generative models using JAX. Currently intended for "Learning" and not for "Production"
Last synced: 04 Apr 2025
https://github.com/saran-nns/device_tracking
Data preprocessing and Deep RNN for time series prediction and forecasting problems
Last synced: 04 Apr 2025
https://github.com/saran-nns/hackathon_karlsruhe_2018
Hackathon_Karlsruhe_2018
Last synced: 04 Apr 2025
https://github.com/saran-nns/gradients
Build your deep learning algorithms with confidence
finite-difference-method gradient-check jax pytorch tensorflow2
Last synced: 09 Feb 2025
https://github.com/saran-nns/self_organized_criticality
Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions
complex-networks complex-system criticality echo-state-networks hebbian-learning hierarchical-temporal-memory liquid-state-machine neuroplasticity reservoir-computing self-organized-criticality self-organizing-network
Last synced: 04 Apr 2025
https://github.com/saran-nns/effective_lr
This repository contains methods to return the effective learning rate of adaptive optimizers like Adam, AdamW, RMSProp built in pytorch.
Last synced: 04 Apr 2025