giacomoi - Network

I am really proud to announce that our latest effort on showing the advantages of our analog/digital #neuromorphic spiking neural network...

I am really proud to announce that our latest effort on showing the advantages of our analog/digital #neuromorphic spiking neural network chips in solving complex biomedical applications has just been published here: https://rdcu.be/ef5N0

The demonstrates that *small* *highly variable* and *low accuracy* #SNNs can indeed be useful, without having to resort to #backprop in large-scale #DNNs! 😉

After >6 months of struggles, thanks to the holidays and to #emacs incredible time management options, I managed to reach this...

After >6 months of struggles, thanks to the holidays and to #emacs incredible time management options, I managed to reach this achievement again: #zeroinbox !!! 😅

#emacs, #org, #mu4e

Great start of the new year!A new manuscript just published showing yet again how design principles and strategies from biological...

Great start of the new year!
A new manuscript just published showing yet again how design principles and strategies from biological perceptive systems enable robust processing on analog #neuromorphic electronic systems, despite their variability!
https://rdcu.be/d5o0d

Proud to have managed to finish a #neuromorphic manuscript, with Chiara De Luca, Mirco Tincani and Elisa Donati just before the end of the...

Proud to have managed to finish a #neuromorphic manuscript, with Chiara De Luca, Mirco Tincani and Elisa Donati just before the end of the year!

It demonstrates the benefits of using #braininspired principles of computation for achieving robust computation across multiple time-scales, despite the inherent variability of the underlying computational substrate (silicon neurons that emulate faithfully biological ones):
A neuromorphic multi-scale approach for heart rate and state detection
https://doi.org/10.21203/rs.3.rs-5737326/v1
#neuromorphic #wearable #neuroai #SpikingNeuralNetwork

Cross-posting this for the new colleagues and friends on BlueSky that recently decided to ditch X :) Anybody interested in #neuromorphic,...

Cross-posting this for the new colleagues and friends on BlueSky that recently decided to ditch X :)

Anybody interested in #neuromorphic, should really read Carver Mead's acceptance speech for the "2023 Misha Mahowald Recognition of Lifetime Contribution to #Neuromorphic Engineering" award
https://iopscience.iop.org/article/10.1088/2634-4386/ad8833

NCS group lab manual:https://ncs-group.pages.uzh.ch/lab-manual/Inspired by the great ALY LAB lab-manual (https://github.com/alylab/labmanual...

NCS group lab manual:
https://ncs-group.pages.uzh.ch/lab-manual/

Inspired by the great ALY LAB lab-manual (https://github.com/alylab/labmanual ) we created one for our NCS group https://www.ini.uzh.ch/en/research/groups/ncs.html

We are proud of it and made it publicly available in case others find the idea and some of the content useful for their own group.

Just submitted a major #neuromorphic #intelligence grant proposal. Well 13 hours before the deadline!🤞 🤞 🤞

Just submitted a major #neuromorphic #intelligence grant proposal. Well 13 hours before the deadline!
🤞 🤞 🤞

From biological #neurons to silicon neurons! Matteo Cartiglia's amazing work just got published today. #Neuromorphic methods and...

From biological #neurons to silicon neurons! Matteo Cartiglia's amazing work just got published today. #Neuromorphic methods and circuits applied to multi-electrod-arryas #MEA
https://www.nature.com/articles/s41467-024-50783-2

Low power #neuromorphic processors for #edge computing require low-power #asynchronous circuits. Areally amazing work by Zhe Su and an...

Low power #neuromorphic processors for #edge computing require low-power #asynchronous circuits. Areally amazing work by Zhe Su and an amazing team of colleagues is finally out, after years of development!

"An Ultra-Low Cost and Multicast-Enabled Asynchronous NoC for Neuromorphic Edge Computing"
https://ieeexplore.ieee.org/document/10609786

In the newest issue of Nature Machine Intelligence, #neuromorphic research by the UZH Institute of Neuroinformatics appears in three...

In the newest issue of Nature Machine Intelligence, #neuromorphic research by the UZH Institute of Neuroinformatics appears in three different articles, as well as on its cover!

Check it out here:
https://www.nature.com/natmachintell/volumes/6/issues/6

@NatMachIntell

@UZH_Science

I'm *extremely* proud of my #GTD workflow that allowed me to achieve #InboxZero goal today, for the second time in my life!This was only...

I'm *extremely* proud of my #GTD workflow that allowed me to achieve #InboxZero goal today, for the second time in my life!
This was only possible thanks to #emacs #mu4e and #org #orgmode

(see also https://members.optusnet.com.au/~charles57/GTD/gtd_workflow.html )

I'm proud to see that our latest paper on #neuromorphic dendritic circuits that learn the right temporal delays with memritsors...

I'm proud to see that our latest paper on #neuromorphic dendritic circuits that learn the right temporal delays with memritsors (https://www.nature.com/articles/s41467-024-47764-w ) is featured in the Nature Communications Editors’ Highlights page (https://www.nature.com/collections/bjiiabbacg )

🙃

Curious about the zoo of #spike-based #learning mechanisms and interested in their #neuromorphic #analog circuit implementation?Our survey...

Curious about the zoo of #spike-based #learning mechanisms and interested in their #neuromorphic #analog circuit implementation?
Our survey on local synaptic plasticity models and circuits is finally officially published!
https://iopscience.iop.org/article/10.1088/2634-4386/ad05da

Our effort to show that "Learning inverse kinematics using neural computational primitives on #neuromorphic hardware" can actually...

Our effort to show that "Learning inverse kinematics using neural computational primitives on #neuromorphic hardware" can actually be used to control humanoid robots, is out in the new journal "npj|robotics" https://doi.org/10.1038/s44182-023-00001-w

As Chiara Bartolozzi writes in her editorial, our work shows:
>how computational primitives such as triplet spike-timing dependent plasticity, basal ganglia-inspired disinhibition, and cooperative-competitive networks can achieve precise
and robust motor control.

Happy to share my thoughts on Neuromorphic Engineering on this EE|Times...

Happy to share my thoughts on Neuromorphic Engineering on this EE|Times podcast:
https://www.eetimes.com/podcasts/building-brain-like-systems-from-sub-threshold-electronics/

I'm extremely proud of the amazing work that Dmitri Zendrikov has done under the supervision of Sergio Solinas and myself, to show how...

I'm extremely proud of the amazing work that Dmitri Zendrikov has done under the supervision of Sergio Solinas and myself, to show how inhomogeneous and noisy electronic #neuromorphic circuits (like real neurons and synapses) can produce reliable and robust computation, by (surprise surprise) using brain-inspired representations and strategies!
The paper that was just a pre-print is now officially published at:
https://iopscience.iop.org/article/10.1088/2634-4386/ace64c

Our manuscript on how to achieve robust computation in mixed-signal (noisy) #neuromorphic electronic systems, using the same strategies and...

Our manuscript on how to achieve robust computation in mixed-signal (noisy) #neuromorphic electronic systems, using the same strategies and mechanisms that animal #brains use has finally been published!!! 💥 😂
https://doi.org/10.1088/2634-4386/ace64c

I'm happy to announce that Charlotte Frenkel's (and my and David Bol's) #neuromorphic paper on "Tradeoffs and Synergies...

I'm happy to announce that Charlotte Frenkel's (and my and David Bol's) #neuromorphic paper on "Tradeoffs and Synergies Between Natural and Artificial Intelligence" is finally out: https://ieeexplore.ieee.org/document/10144567

Proud to see my #UZH colleague Melika Payvand representing the #ISCAS2023 highlights on #thebird site!(and there is even our DPI...

Proud to see my #UZH colleague Melika Payvand representing the #ISCAS2023 highlights on #thebird site!
(and there is even our DPI #neuromorphic circuit on her slides!)

https://pbs.twimg.com/media/FwxXL5GXgAIwTOf?format=jpg&name=4096x4096

Proud to see our INI #UZH_ch #neuromorphic spinoff #SynSense sailing into success!!!...

Proud to see our INI #UZH_ch #neuromorphic spinoff #SynSense sailing into success!!!
https://www.eetimes.com/synsense-demos-neuromorphic-processor-in-customers-toy-robot/