neuroailab / Neural-Alignment
☆24Updated 4 years ago
Alternatives and similar repositories for Neural-Alignment:
Users that are interested in Neural-Alignment are comparing it to the libraries listed below
- Code for "Deep predictive coding network for object recognition"☆25Updated 4 years ago
- Code for "A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs", ICLR 2019☆48Updated 6 years ago
- Deep Learning without Weight Transport☆34Updated 5 years ago
- ☆27Updated 5 years ago
- Responses of 10,000 neurons to 2,800 natural images☆68Updated 5 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆33Updated 2 weeks ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- A large database of artificial neural network statistics during training☆15Updated 4 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆29Updated 5 years ago
- Tensorflow implementation of Spike-GAN, which allows generating realistic patterns of neural activity whose statistics approximate a give…☆23Updated 6 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆12Updated 11 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆32Updated 5 years ago
- Tree-structured recurrent switching linear dynamical systems☆36Updated 4 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆28Updated 7 months ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆40Updated 3 years ago
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 4 years ago
- neuronal message passing☆17Updated 6 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 2 years ago
- ☆112Updated last year
- ☆13Updated 2 years ago
- Biologically-realistic recurrent convolutional neural networks☆98Updated last year
- Code for NeurIPS 2019 paper: "Symmetry-Based Disentangled Representation Learning requires Interaction with Environments" by H. Caselles-…☆35Updated 5 years ago
- ☆38Updated last year
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆49Updated 9 years ago
- Pytorch implementation of SCAN: Learning Abstract Hierarchical Compositional Visual Concepts☆21Updated 7 years ago
- Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units☆23Updated 4 years ago
- Deep learning in a spiking neural network using segregated dendrites.☆84Updated 7 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆57Updated 5 years ago