Integrating Symbolic Programming and Neuromorphic Modeling with NVIDIA Jetson and GPU-based DNN/ML Systems for Edge Labs
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Updated
Sep 15, 2024
Integrating Symbolic Programming and Neuromorphic Modeling with NVIDIA Jetson and GPU-based DNN/ML Systems for Edge Labs
Deep learning with spiking neural networks (SNNs) in PyTorch.
Open source SDK to create applications leveraging event-based vision hardware equipment
Coding projects by the community for the community
Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols
Neuromorphic Intermediate Representation reference implementation
Neuromorphic mathematical optimization with Lava
Deep Learning library for Lava
A Software Framework for Neuromorphic Computing
This project is designed with sleek, neuromorphic styling and is fully responsive to ensure a seamless user experience across all devices. 🎨✨
PyTorch helper module to translate to and from NIR
A unified framework for event-based video. Encoder/transcoder/decoder for ADΔER (Address, Decimation, Δt Event Representation) video streams.
Publicly available event datasets and transforms.
Video Here: https://www.youtube.com/watch?v=yeqVSh1_8Hk Here are the C Codes that implement an experimental Firefly synchronization metaheuristic on ATMEL chips (ATtiny85 and ATmega) for use in demonstrating, on hardware, the quantum-like, neuromorphic behavior that emerges in systems of optically coupled oscillators. The PCB board used for the …
A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorphic hardware.
🧠 Simulate brain-like computing for efficient AI processing.
Spyx: Spiking Neural Networks in JAX
Simulation of Advanced Neuromorphic Architectures for Fast Exploration
A series of simulation codes used to emulate quantum-like networks in the simulation of emergent adaptive behavior, such as network synchronization, and relate the nature of the coupled harmonic oscillators with non-local behavior and chimera states in systems of quantum particles. Coding Used is based on mathematical modelling of transport in q…
Dynamic Neural Fields with Lava
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