Here is an early release of our new paper. We trained a DNN end-to-end to explain the neural responses to perceived speech. #PLOSCompBio: Brain-optimized extraction of complex sound features that drive continuous auditory perception dx.plos.org/10.1371/journa…

Our new paper is out! We combine features from an object recognition neural net and a word embedding model to explain whole-brain ECoG responses to a short movie. Work done with Luca Ambrogioni Umut Güçlü Artificial Cognitive Systems and Utrecht BCI nature.com/articles/s4159…

Quite amazing work in "brain reading" Reconstruction of static faces presented to the subjects from visual activity as measured by fMRI, mainly relying on the ventral visual cortex Blake Richards NeuroData Lab biorxiv.org/content/10.110…

#inktober with #brains! #braintober

Love the Inktober-Brain Edition initiative and just decided to join. Day 1. Whole brain Hope to improve in drawing by the end of the month! #inktober #braintober #brains

Day 1 #inktober #braintober #pixelart

A tribute to my absolute hero: neuroscientist by mind, artist by heart. Nobody inked it better. #Inktober #braintober #brains #challengeday2 #neuron

Day 2 (neuron) #inktober #braintober #pixelart

Day 3 (cerebellum) #inktober #braintober #pixelart

brain2pix: reconstruction of videos from brain activity (mind reading!) tl;dr you have demons living inside your brain biorxiv.org/content/10.110…

Our new #BrainReading preprint "Brain2Pix" is online! Reconstructing Doctor Who from the human brain. 🧠➡️🖼️ doi.org/10.1101/2021.0… w/ Lynn Le, Luca Ambrogioni, @kateiyas, Dr. Yağmur Güçlütürk & Artificial Cognitive Systems

🧠Successfully reconstructed Doctor Who videos from the human brain! With Luca Ambrogioni @kateiyas Dr. Yağmur Güçlütürk Artificial Cognitive Systems Check it out on doi.org/10.1101/2021.0…

Excited about our new preprint! We show that a nested cortical hierarchy of neural states underlies event segmentation. @karampbell Marcel van Gerven Umut Güçlü

"End-to-end neural system identification with neural information flow". Our new PLOS Comp Biol methods paper has been published. doi.org/10.1371/journa… w/ @kateiyas, Luca Ambrogioni, Dr. Yağmur Güçlütürk & Marcel van Gerven. #fmri #systemidentification #visualsystem

Our Brain2Pix paper is on the news: "Machine-learning model creates creepiest Doctor Who images yet – by scanning the brain of a super fan" doi.org/10.1101/2021.0… theregister.com/2021/02/12/ai_… Lynn Le @kateiyas

Happy to see this out. We propose a modeling framework for neural information processing systems between multiple brain regions that can leverage the recently (and currently) recorded large human functional neural datasets. [1/8] doi.org/10.1371/journa…

[1/6] Our work on HYperrealistic reconstruction of PERception (#HYPER) using #GANs is published!🚀#BrainToFace #BrainReading Scientific Reports 🤖🧠 Paper: nature.com/articles/s4159… With: Dr. Yağmur Güçlütürk Luca Ambrogioni @RealGabinator @bosch_se Artificial Cognitive Systems Umut Güçlü (neuralcoding.nl) 🧵!

[1/8] Our paper "Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain" is published! PLOS Comp Biol #brainreading 🧠📖 Full paper: doi.org/10.1371/journa…