GitHub topics: neuromorphic-engineering
mikeroyal/Neuromorphic-Computing-Guide
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
Language: Python - Size: 926 KB - Last synced at: about 13 hours ago - Pushed at: over 1 year ago - Stars: 455 - Forks: 63
prophesee-ai/openeb
Open source SDK to create applications leveraging event-based vision hardware equipment
Language: C++ - Size: 105 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 191 - Forks: 50
SensorsINI/ddd20-utils
DDD20 End-to-End Event Camera Driving Dataset
Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 26 - Forks: 12
Nicola97/Spiking-Implementation-of-the-Recurrent-Forward-Forward-Algorithm
An implementation of Recurrent Forward-Forward from Hinton's paper, later ported to the spike domain using SnnTorch.
Language: Python - Size: 3.2 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
aestream/faery
Sends event camera data from A to B. Supports live cameras and dead recordings
Language: C - Size: 28.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 9 - Forks: 0
cepdnaclk/e16-4yp-neuromorphic-architecture
Neuromorphic architectures are hardware architectures that use the biologically inspired neural functions as the basis of operation. Information processing based on spiking neuron architectures have caught considerable attention in recent years due to its low power consumption compared to traditional artificial neural networks. In this project, as the first stage, we are implementing parallel multiple processing elements based on RISC-V architecture to represent biological neurons. Single neurons can be implemented as a single processor with local memory access or since the spike time of biological neurons is in the millisecond order multiple neurons can be virtualized to a single processor. At the second stage of the process, we are expecting to design encoders and decoders to benchmark the architecture by solving classical machine learning problems.
Language: VHDL - Size: 1.25 GB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 3
jpdominguez/pyNAVIS
An open-source cross-platform package to analyze and post-process spiking information obtained from neuromorphic cochleas
Language: Python - Size: 27 MB - Last synced at: about 21 hours ago - Pushed at: 10 months ago - Stars: 18 - Forks: 4
uni-courses/snncompare
Runs networkx graphs representing spiking neural networks of LIF-neurons on lava-nc or networkx.
Language: Python - Size: 92.9 MB - Last synced at: about 3 hours ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
dancasmor/A-bio-inspired-implementation-of-a-sparse-learning-spike-based-hippocampus-memory-model
A fully-functional sparse-learning spike-based bio-inspired hippocampal memory model implemented with SNN technology in the SpiNNaker hardware
Language: Python - Size: 3.2 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
dancasmor/Spike-based-computational-models-of-bio-inspired-memories-in-the-hippocampal-CA3-region-in-SpiNNaker
Bioinspired memories in the CA3 region of the hippocampus implemented with SNN technology in the SpiNNaker hardware.
Language: Python - Size: 84 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
duguyue100/pyaer
Low-level Python APIs for Accessing Neuromorphic Devices.
Language: Python - Size: 737 KB - Last synced at: 26 days ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 3
SensorsINI/MVSEC-NIGHTL21
A labeled dataset from a subset of the MVSEC dataset for car detection at night driving conditions.
Language: Python - Size: 39.1 KB - Last synced at: 3 days ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 4
maxbortone/spiking-space-radio
Classification of radio signals on a neuromorphic chip in space
Language: Jupyter Notebook - Size: 12 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 2
Shikhargupta/Spiking-Restricted-Boltzmann-Machine
RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.
Language: Python - Size: 4.21 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 26 - Forks: 10
Andreou-JHULabOrg/RetinoSim
Video to AER data synthesis model for robust data conversion and architecture exploration.
Language: MATLAB - Size: 17.3 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 1
preetam25/Robot-Navigation-using-SNNs
Bio-inspired navigation system for artificial agents using spiking neural networks
Language: MATLAB - Size: 7.72 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1
Merterm/BRAIN-M
Brilliantly Radical Artificially Intelligent Neural Machine
Language: Verilog - Size: 1.49 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 10 - Forks: 2
EladCh/Error-Signals-For-Adaptive-Neuro-Robotics
Error Signals For Adaptive Neuro-Robotics: preliminary experiment
Language: Jupyter Notebook - Size: 3.23 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0
RTC-research-group/OpenNAS
OpenN@S: Open-source software to NAS automatic VHDL code generation
Language: C# - Size: 71.5 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 3
jpdominguez/NAVIS-Tool
Neuromorphic Auditory Visualizer Tool
Language: C# - Size: 124 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 8 - Forks: 6
pbonazzi/21-neuromorphic-engineering
Analysis of neuro morphic circuits.
Language: HTML - Size: 155 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
janhohenheim/neuromorphic-engineering-one
Repository for all materials of the UZH/ETH course in Neuromorphic Engineering I
Language: Jupyter Notebook - Size: 114 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
