Alternatives and similar repositories for Neural-Alignment

Users that are interested in Neural-Alignment are comparing it to the libraries listed below

• makrout / Deep-Learning-without-Weight-Transport
  Deep Learning without Weight Transport
  ☆35Updated 5 years ago
• willwx / sign-symmetry
  ☆28Updated 6 years ago
• libilab / PCN-with-Global-Recurrent-Processing
  Code for "Deep predictive coding network for object recognition"
  ☆25Updated 5 years ago
• ernoult / updatesEPgradientsBPTT
  Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
  ☆13Updated last year
• catniplab / tree_structured_rslds
  Tree-structured recurrent switching linear dynamical systems
  ☆36Updated 4 years ago
• fonsc / predictive-coding
  Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
  ☆30Updated 5 years ago
• ThomasMiconi / BiologicallyPlausibleLearningRNN
  Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017
  ☆36Updated 6 years ago
• ganguli-lab / RetinalResources
  Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019
  ☆48Updated 6 years ago
• manuelmolano / Spike-GAN
  Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…
  ☆23Updated 6 years ago
• lyprince / hierarchical_lfads
  Pytorch implementation of lfads, and hierarchical extension
  ☆26Updated 3 years ago
• mtrazzi / two-step-task
  Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…
  ☆58Updated 6 years ago
• dmcnamee / FlexModEHC
  Flexible modulation of sequence generation in the entorhinal-hippocampal system.
  ☆13Updated 3 years ago
• neuroailab / tnn
  Biologically-realistic recurrent convolutional neural networks
  ☆98Updated last year
• MouseLand / stringer-pachitariu-et-al-2018b
  Responses of 10,000 neurons to 2,800 natural images
  ☆68Updated 5 years ago
• jazlab / moog.github.io
  Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.
  ☆35Updated 3 months ago
• smonsays / equilibrium-propagation
  Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.
  ☆35Updated 5 years ago
• neuroailab / lr-identify
  A large database of artificial neural network statistics during training
  ☆15Updated 4 years ago
• tejparr / nmpassing
  neuronal message passing
  ☆17Updated 6 years ago
• KietzmannLab / EmergentPredictiveCoding
  ☆38Updated last year
• bscellier / Towards-a-Biologically-Plausible-Backprop
  ☆114Updated last year
• RainerEngelken / neurotheory-seminar-2020
  Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020
  ☆10Updated 5 years ago
• libilab / PCN-with-Local-Recurrent-Processing
  Code for "Deep predictive coding network with local recurrent processing for object recognition"
  ☆29Updated 9 months ago
• jordan-g / Segregated-Dendrite-Deep-Learning
  Deep learning in a spiking neural network using segregated dendrites.
  ☆84Updated 7 years ago
• ixaxaar / pytorch-sublstm
  subLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks
  ☆16Updated 7 years ago
• infer-actively / pypc
  Predictive coding in Python
  ☆65Updated last year
• madvn / CTRNN
  Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)
  ☆43Updated 3 years ago
• cmdowney / psrnn
  Predictive State Recurrent Neural Networks
  ☆18Updated 5 years ago
• conorheins / bayesian-mechanics-sdes
  ☆13Updated 2 years ago
• rfeinman / learning-to-learn
  Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).
  ☆22Updated 6 years ago
• ariaaay / NeuralTaskonomy
  Inferring the Similarity of Task-Derived Representations from Brain Activity
  ☆16Updated 2 years ago