Pedro Carvalho
@prfdecarvalho.bsky.social
Recifense atualmente Frankfurteando.
Ph.D Student at Singer's lab - ESI Frankfurt.
Ph.D Student at Singer's lab - ESI Frankfurt.
Pinned
Pedro Carvalho
@prfdecarvalho.bsky.social
· Jan 24
The functional role of oscillatory dynamics in neocortical circuits: A computational perspective | PNAS
The dynamics of neuronal systems are characterized by hallmark features such as oscillations
and synchrony. However, it has remained unclear whethe...
www.pnas.org
We are on @pnas.org!
Our recent work on the functional role of oscillations for computations can be found here : www.pnas.org/doi/10.1073/...
The starting paper of our project, looking forward to the unfoldings, still more to come!
Our recent work on the functional role of oscillations for computations can be found here : www.pnas.org/doi/10.1073/...
The starting paper of our project, looking forward to the unfoldings, still more to come!
Hoje é um dia muito massa. É um dia muito massa porque vejo a gente fazendo arte, e arte muito boa.
January 12, 2026 at 4:09 AM
Hoje é um dia muito massa. É um dia muito massa porque vejo a gente fazendo arte, e arte muito boa.
New year, new paper! 📄
I’m excited to share that our work, where we implement our Harmonic Oscillator RNN in analog electronics⚡️ has just been published in @physrevapplied.bsky.social!
Link: doi.org/10.1103/bg2h...
Thoughts and comments are always welcome :D
Happy 2026!
I’m excited to share that our work, where we implement our Harmonic Oscillator RNN in analog electronics⚡️ has just been published in @physrevapplied.bsky.social!
Link: doi.org/10.1103/bg2h...
Thoughts and comments are always welcome :D
Happy 2026!
Analog-electronic implementation of a harmonic oscillator recurrent neural network
Oscillatory recurrent networks, such as the harmonic oscillator recurrent network (HORN) model, offer advantages in parameter efficiency, learning speed, and robustness relative to traditional nonosci...
doi.org
January 5, 2026 at 5:34 PM
New year, new paper! 📄
I’m excited to share that our work, where we implement our Harmonic Oscillator RNN in analog electronics⚡️ has just been published in @physrevapplied.bsky.social!
Link: doi.org/10.1103/bg2h...
Thoughts and comments are always welcome :D
Happy 2026!
I’m excited to share that our work, where we implement our Harmonic Oscillator RNN in analog electronics⚡️ has just been published in @physrevapplied.bsky.social!
Link: doi.org/10.1103/bg2h...
Thoughts and comments are always welcome :D
Happy 2026!
Reposted by Pedro Carvalho
The functional role of oscillatory dynamics in neocortical circuits: A computational perspective
doi.org/10.1073/pnas...
#neuroscience
doi.org/10.1073/pnas...
#neuroscience
The functional role of oscillatory dynamics in neocortical circuits: A computational perspective | PNAS
The dynamics of neuronal systems are characterized by hallmark features such as oscillations
and synchrony. However, it has remained unclear whethe...
doi.org
October 10, 2025 at 4:05 PM
The functional role of oscillatory dynamics in neocortical circuits: A computational perspective
doi.org/10.1073/pnas...
#neuroscience
doi.org/10.1073/pnas...
#neuroscience
And we have the first follow-up!
In this work we show the feasibility of implementing harmonic Oscillator Recurrent Networks in Analog-electronic circuits!⚡
arxiv.org/abs/2509.04064
In this work we show the feasibility of implementing harmonic Oscillator Recurrent Networks in Analog-electronic circuits!⚡
arxiv.org/abs/2509.04064
September 8, 2025 at 12:03 PM
And we have the first follow-up!
In this work we show the feasibility of implementing harmonic Oscillator Recurrent Networks in Analog-electronic circuits!⚡
arxiv.org/abs/2509.04064
In this work we show the feasibility of implementing harmonic Oscillator Recurrent Networks in Analog-electronic circuits!⚡
arxiv.org/abs/2509.04064
Reposted by Pedro Carvalho
𝗢𝘀𝗰𝗶𝗹𝗹𝗮𝘁𝗶𝗼𝗻𝘀 𝗶𝗻 𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗡𝗲𝘂𝗿𝗼𝗻𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀;
𝗔𝗻 𝗘𝗽𝗶𝗽𝗵𝗲𝗻𝗼𝗺𝗲𝗻𝗼𝗻 𝗼𝗿 𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗲𝗰𝗵𝗮𝗻𝗶𝘀𝗺?
What's the answer???
Quite enjoyed this paper by someone called Wolf Singer and Felix Effenberger.
doi.org/10.1007/s420...
#neuroscience
𝗔𝗻 𝗘𝗽𝗶𝗽𝗵𝗲𝗻𝗼𝗺𝗲𝗻𝗼𝗻 𝗼𝗿 𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗲𝗰𝗵𝗮𝗻𝗶𝘀𝗺?
What's the answer???
Quite enjoyed this paper by someone called Wolf Singer and Felix Effenberger.
doi.org/10.1007/s420...
#neuroscience
April 13, 2025 at 5:16 PM
𝗢𝘀𝗰𝗶𝗹𝗹𝗮𝘁𝗶𝗼𝗻𝘀 𝗶𝗻 𝗡𝗮𝘁𝘂𝗿𝗮𝗹 𝗡𝗲𝘂𝗿𝗼𝗻𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀;
𝗔𝗻 𝗘𝗽𝗶𝗽𝗵𝗲𝗻𝗼𝗺𝗲𝗻𝗼𝗻 𝗼𝗿 𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗲𝗰𝗵𝗮𝗻𝗶𝘀𝗺?
What's the answer???
Quite enjoyed this paper by someone called Wolf Singer and Felix Effenberger.
doi.org/10.1007/s420...
#neuroscience
𝗔𝗻 𝗘𝗽𝗶𝗽𝗵𝗲𝗻𝗼𝗺𝗲𝗻𝗼𝗻 𝗼𝗿 𝗮 𝗙𝘂𝗻𝗱𝗮𝗺𝗲𝗻𝘁𝗮𝗹 𝗖𝗼𝗺𝗽𝘂𝘁𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗠𝗲𝗰𝗵𝗮𝗻𝗶𝘀𝗺?
What's the answer???
Quite enjoyed this paper by someone called Wolf Singer and Felix Effenberger.
doi.org/10.1007/s420...
#neuroscience
We are on @pnas.org!
Our recent work on the functional role of oscillations for computations can be found here : www.pnas.org/doi/10.1073/...
The starting paper of our project, looking forward to the unfoldings, still more to come!
Our recent work on the functional role of oscillations for computations can be found here : www.pnas.org/doi/10.1073/...
The starting paper of our project, looking forward to the unfoldings, still more to come!
The functional role of oscillatory dynamics in neocortical circuits: A computational perspective | PNAS
The dynamics of neuronal systems are characterized by hallmark features such as oscillations
and synchrony. However, it has remained unclear whethe...
www.pnas.org
January 24, 2025 at 12:17 PM
We are on @pnas.org!
Our recent work on the functional role of oscillations for computations can be found here : www.pnas.org/doi/10.1073/...
The starting paper of our project, looking forward to the unfoldings, still more to come!
Our recent work on the functional role of oscillations for computations can be found here : www.pnas.org/doi/10.1073/...
The starting paper of our project, looking forward to the unfoldings, still more to come!