jegp

7 ms·

31.
by jegp 2y ago
As an outsider, I'm astounded why workers aren't unionizing to a much higher degree. It's been proven to work [1] against the misinformation, discord, and wealth inequality that companies will, inevitably, cause. Despite the
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An assembly language for brain-inspired computations(nature.com)
5 points by jegp 2y ago|1 comments
33.
by jegp 2y ago
Hey HackerNews community, I wanted to share my excitement around our work on a "Neuromorphic Intermediate Representation" (NIR), published in Nature Communications: "NIR defines a set of computational and composable model pri
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by jegp 2y ago
It's still possible to train a network that's aware of the physics and then transfer that to physical devices. One approach to this from the neuromorphic community (that's been working on this for a long time) is called the N
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by jegp 3y ago
Thank you for your seriously thoughtful insights. You're saying we should have reproducibility, communication, and exploration. I fully agree with that, but I would like to push back on your point that novelty is destructive. Can'
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by jegp 3y ago
Is this novel? Spatial codes have been known for long and neuron (populations) are known to code for time [1]. That reference also states that "Neurons that respond selectively to the temporal and spatio-temporal structure of sensory s
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Real-Time Visual and Machine Learning Systems(absorensen.github.io)
1 points by jegp 3y ago|1 comments
38.
by jegp 3y ago
A friend of mine built this course on real-time coding for GPUs with Rust, and I'm seriously impressed. The scope is great, the content, and questions are spot-on, and it's crammed with humorous comments and memes. If you're
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Neuromophic Intermediate Representation: A Brain-Inspired Instruction Set(arxiv.org)
6 points by jegp 3y ago|1 comments
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by jegp 3y ago
Spiking neural networks and neuromorphic hardware platforms that emulate neural dynamics are slowly gaining momentum and entering main-stream usage. Despite a well-established mathematical foundation for neural dynamics, the implementation
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by jegp 3y ago
If the goal is to share the visual contents of the pad, why not just stream the graphics over SSH? I recommend checking out reStream: https://github.com/rien/reStream/ Using nixos, sharing your screen is as simple
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by jegp 3y ago
If we think about spikes as discretized transfer functions, I would say it's totally viable to "hack" them to represent numerical approximations. In fact, a recent paper demonstrates that exact mappings between ANNs and SNNs
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by jegp 3y ago
I'm a PhD student working with neuromorphic computing. I like to think about SNNs as RNNs with discretized outputs. The neurons themselves may have some complicated nonlinear dynamic (currents integrating into the membrane voltage some
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by jegp 4y ago
Wonderful to see this getting attention! I met with Minh since we were both using Futhark for our thesis. It's blazing fast and quite fun to work with. If anyone's interested, my thesis contains some more examples on deep learning
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by jegp 4y ago
This. And it's completely reproducible. IMO this is the best bet for stability + long-term survivability.
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by jegp 4y ago
Exactly. And it gets even better if you pair it with a personal voice assistant, like mycroft.ai "Hey Mycroft, play songs about better software integrations"
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The invention of lamda-calculus [pdf](jepedersen.dk)
2 points by jegp 4y ago|2 comments
48.
by jegp 4y ago
What is lambda-calculus and why is it important for the future of computing and natural science?
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by jegp 5y ago
From personal experience, using NixOS saves me a lot of time compared to Debian based distros. The initial setup is painful, but after that you are in complete control. Don't need to update? Don't! I had desktop sessions running
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Solving Control Problems with Neurons(ncskth.github.io)
4 points by jegp 5y ago|1 comments
51.
by jegp 5y ago
A workshop and playground for biologically realistic simulations of neurons for control problems. Live and in-the-browser, thanks to the great Mybinder [1] project. The workshop serves to illustrate the potential in neuromorphic hardware an
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by jegp 5y ago
Co-author here. Happy to hear your comments and answer any questions you might have!
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by jegp 5y ago
\tau is a common symbol for time constants which, briefly put, determines how fast something decays over time. Syn for synaptic current and mem for membrane voltage. We've written some documentation around our neuron equations in Pytho
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by jegp 6y ago
Let me just mention Gopass ( https://gopass.pw ) which is a brilliant terminal-based `pass`-compatible password manager ( https://www.passwordstore.org/ ). Gopass is open-source, free, and based on open standards. M
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by jegp 6y ago
Great research! I guess this solves backpropagating on spiking dynamics. Ground-breaking and with a lot of potential for generalisation. One question; do you know whether this is implemented somewhere we can try it out? And do you see this
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Denmark: How to make you happy(fastcoexist.com)
2 points by jegp 12y ago|0 comments