mdabagia / learning-with-assembliesLinks
Code supporting the paper "Weakly Supervised Learning with Assemblies of Neurons", by Dabagia, Papadimitriou, and Vempala [2021].
☆27Updated last year
Alternatives and similar repositories for learning-with-assemblies
Users that are interested in learning-with-assemblies are comparing it to the libraries listed below
Sorting:
- Code for NEMO, and Assembly Calculus☆107Updated 11 months ago
- ☆41Updated 3 years ago
- Predictive Coding JAX-based library☆83Updated 6 months ago
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆164Updated 3 weeks ago
- ☆197Updated 3 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆162Updated 4 years ago
- Dynamic Markov Blanket Discovery☆14Updated last year
- A repository collating interesting and/or influential predictive coding papers☆89Updated 4 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆47Updated 3 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 9 months ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆166Updated 3 years ago
- Predictive coding in Python☆69Updated last year
- repository for grid cell network code☆66Updated 2 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆37Updated 4 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆158Updated 3 years ago
- Topographic Deep Artificial Neural Networks☆53Updated this week
- A repository for major/influential FEP and active inference papers.☆211Updated 4 years ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆60Updated 2 years ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆71Updated 6 months ago
- PyHGF: A neural network library for predictive coding☆105Updated 3 weeks ago
- Example of Dense Associative Memory training on MNIST☆41Updated 2 years ago
- Two self-contained notebooks to perform "weight transformer" from pretrained Transformer model to neuron-astrocyte network.☆24Updated 2 years ago
- PyTorch Implementation of the paper "A Neuro-vector-symbolic architecture for Solving Raven's Progressive Matrices" published in Nature M…☆96Updated last month
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆24Updated 4 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 9 months ago
- Brain-like variational inference☆57Updated 5 months ago
- A framework for evaluating models on their alignment to brain and behavioral measurements (100+ benchmarks)☆159Updated this week
- Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023☆26Updated 7 months ago
- Reference sparse coding implementations for efficient learning and inference.☆25Updated 3 months ago