Danyal
@DanAkarca
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Comp neuro & AI fellow @imperialcollege @schmidtfutures & @cambridge_uni, intelligent artificial & natural systems
London, England
Joined January 2012
RT @matthewclifford: Wow, reviewing ARIA CEO applications and it’s a ludicrously strong field. @ilangur and the team have built a truly spe….
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RT @demishassabis: Genie 3 is here - it can generate an entire world simulation that you can interact with in real-time, just from a text p….
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RT @j_foerst: I have a new example why Multi-Agent / Zero-shot coordination matters in the real world for my slides! Interestingly, this p….
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RT @DuncanAstle: *New Paper* How genes for IQ shape brain organisation. Amazing work led by Alicja Monaghan @mrccbu reveals 2 ways. First,….
direct.mit.edu
Abstract. What role do our genes play in shaping the structural organisation of the living human brain? Across a sample of 2,153 children (9–11 years old), we address this question, focusing on...
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RT @rosinality: Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models. Impressive results. This resolves….
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RT @DanAkarca: I'm hiring a @ARIA_Research funded position at @imperialcollege @ImperialEEE. Broad in scope + flexible on topics!. Exciting….
imperial.ac.uk
Please note that job descriptions are not exhaustive, and you may be asked to take on additional duties that align with the key responsibilities ment...
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RT @layer07_yuxi: thread on the new paper: The Serial Scaling Hypothesis.joint work with: @phizaz, @YutongBAI1002, Kananart .
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You'll be joining our great team including @neuralreckoning @achterbrain & based in the Intelligent Systems and Networks group, @ South Kensington campus @imperialeee department!
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I'm hiring a @ARIA_Research funded position at @imperialcollege @ImperialEEE. Broad in scope + flexible on topics!. Exciting projects on intersection of neural networks & new AI accelerators, from a HW/SW co-design perspective. Join us 🚀:
imperial.ac.uk
Please note that job descriptions are not exhaustive, and you may be asked to take on additional duties that align with the key responsibilities ment...
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RT @JacquesCarolan: this was a blast — great job @DanAkarca @markdhumphries @neuralreckoning (and yes, london was legitimately hot enough t….
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RT @SimonShaoleiDu: Can transformers analyze code efficiently?.✅ Yes. We prove transformers efficiently handle real compiler tasks (AST con….
arxiv.org
Transformer-based large language models (LLMs) have demonstrated surprisingly robust performance across a wide range of language-related tasks, including programming language understanding and...
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Some highlights! 🚀.- Gradient descent to exponented gradients.- Heterogeneous mixtures of pathways for future LLMs.- Quadratic mutual information for neural data estimators.- Backprop to predictive coding.- How we construct auditory spaces.- How to build great labs!. much more
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We had an incredible gathering at UK Neural Computation 2025 @imperialcollege last week 🇬🇧 Macron missed out. Some of the UK's very best at the frontier of theoretical and empirical neural computation: The timing really couldn't be better for impact at scale bridging theory to
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RT @matthewclifford: I’m excited about this: 12 month fellowship for AI engineers to work on some of the biggest challenges in government👇.
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RT @du_yilun: Excited to share Energy-Based Transformers (EBTs), which allows you to implement system 2 thinking in any modality! . EBTs fo….
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RT @bendfulcher: New preprint!.Why are long-range connectomic interactions in the cortex dominant in shaping dynamics in some experiments….
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RT @DrDominicNg: Microsoft claims their new AI framework diagnoses 4x better than doctors. I'm a medical doctor and I actually read the pa….
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Tickets for UKNC25 @imperialcollege close tomorrow 5pm BST!. Register:
Incredibly excited for the UK Neural Computation Conference 2025 @ Imperial College London, 9th - 11th July (main event 10th - 11th) 🇬🇧. World leading scientists working in brain computation - from advanced experimental neuroscience to AI and mathematical modelling (and all
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RT @matthewclifford: 🚨🚨Today we begin the search for @ARIA_research's next CEO. It's not often you get to hire for a role that you believe….
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