Videos
Code & Data
Github account
We share the code of (mostly) finished projects on our Github account.
Talks
- Brain-wide credit assignment: cortical and subcortical perspectives, Neurotheory Seminar, Columbia University, NY, US, March 2024 [by Rui]
- Brain-wide credit assignment: cortical and subcortical perspectives, Neurotheory Seminar, NYU, NY, US, March 2024 [by Rui]
- AI-driven hierarchical learning in cortical networks, Cosyne Workshop, Lisbon, Portugal, March 2024 [by Rui]
- Back to the present: self-supervised learning in neocortical circuits, Cosyne, Lisbon, Portugal, March 2024 [by Kevin]
- Stable brains in dynamic worlds: a key role for cortico-cerebellar loops, EP Seminar, University of Oxford, Feb 2024 [by Rui]
- AI-driven brain-wide credit assignment, be.AI Conference, Brighton, UK, May 2023 [by Rui]
- AI-driven modelling for rapid and robust cortex-wide credit assignment, Technische Universität Berlin, Berlin, Germany, Mar 2023 [by Rui]
- AI-driven modelling of credit assignment in the brain, neuroAI workshop, Max Planck Institute for Brain Research, Frankfurt, Germany, Mar 2023 [by Rui]
- Single-phase deep learning in cortico-cortical networks, Carnegie Mellon’s brAIn, Jan 2023 [by Will]
- AI-driven modelling for rapid and robust cortex-wide credit assignment, DPAG, University of Oxford, Dec 2022 [by Rui]
- Unlocking efficient credit assignment in the brain, Gatsby Unit, University College London, Nov 2022 [by Rui]
- Unlocking efficient credit assignment in the brain, Dept of Bioengineering, Imperial College London, May 2022 [by Rui]
- Unlocking efficient credit assignment in the brain, Donders Institute for Brain, Cognition and Behaviour, April 2022 [by Rui]
- Cerebro-cerebellar networks as brain-wide decoupling machines, MIT K. Lisa Yang ICoN Center, April 2022 [by Joe]
- Reorganizing cortical learning: a cholinergic adaptive credit assignment model, Filipovica M, Zhu HW, Greedy W, Mellor J and Costa RP, Computational and Systems Neuroscience Meeting (CoSyNe), Lisbon, Mar 2022 [selected talk by Maija]
- Cerebro-cerebellar networks as brain-wide decoupling machines, Wagner Lab, National Institutes of Health, Oct 2021 [by Ellen]
- Cortico-cerebellar networks as brain-wide decoupling machines, 1st Symposium on Artificial Intelligence & Neuroscience (ACAIN), October 2021 [by Joe and Ellen]
- Hippocampal encoding of continual reinforcement learning features, 1st Symposium on Artificial Intelligence & Neuroscience (ACAIN), October 2021 [by Dabal and Samia]
- Neuroscience through the lens of machine learning, Bristol SCEEM Research Conference, Online, April 2021
- What else is out there?, CAG Workshop on Dimensionality and flexibility of learning in biological recurrent neural networks, Cognitive Computational Neuroscience Conference, Online, October 2020
- Cerebellum as a brain-wide decoupling machine, Neuromatch’2020, Online, October 2020 [by Joe, Ellen]
- Deep generative models as perceptual front-ends for decision-making, Virtual MATHPSYCH/ICCM 2020, Online, July 2020 [by Milton]
- Cerebellum as a brain-wide decoupling machine, Alergic (Artificial life seminars), University of Sussex, June 2020
- Invited talk, UK Neural Computation Meeting, University of Sheffield, June 2020 [moved to 2021]
- Towards powerful learning in cortical circuits, Computational Neuroscience meeting, Claudia Clopath lab, Imperial College London, May 2019
- Powerful learning in cortical circuits, Brain and Machine Seminar/Neural Dynamics Seminar/CS Seminar, University of Bristol, Mar 2019
- Local and global synaptic credit assignment, Computational Neuroscience Seminar, CBL, University of Cambridge, Jan 2019
- Learning probabilistic synapses: where and when, Computational Neuroscience Seminar, EPFL, Jun 2018
- Computational modelling of synaptic plasticity (talk + tutorial), International PhD module on Synapses, neuronal circuits and behavior (supported by FENS/IBRO-PERC), University of Coimbra, Portugal, April 2018
- Cortical microcircuits as gated-recurrent neural networks, Neuro-Mittagsseminar, Computer Science Dept, ETH Zurich, Switzerland, Jan 2018
- Cortical microcircuits as gated-recurrent neural networks, Machine Learning Seminar, University of Sheffield, UK, Nov 2017
- From machine to neuronal learning (and back again), University of Sheffield, UK, Sept 2017
- From machine to neuronal learning (and back again), University of Bristol, UK, August 2017
- Statistical excitatory and inhibitory long-term synaptic plasticity, Technische Universität Berlin, Berlin, Germany, May 2017
- Statistical excitatory and inhibitory long-term synaptic plasticity, University of Bern, Bern, Switzerland, Mar 2017
- Statistical excitatory and inhibitory long-term synaptic plasticity, New York University, New York, USA, Feb 2017
- Principles of synaptic plasticity loci in cortical circuits, Institute of Experimental Medicine, Hungarian Academy of Sciences, Budapest, Hungary, Oct 2016
- Statistical long-term synaptic plasticity (talk + tutorial), Junior Scientist Workshop on Theoretical Neuroscience, Janelia Farm, USA, Sept 2016
- Long-term synaptic statistical learning. Gatsby Unit, Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, London, UK, March 2016
- Long-term statistical synaptic learning. FENS-KAVLI Scholars annual meeting, Chicheley Hall, Royal Society, UK, March 2016
- Why does the brain need both pre- and postsynaptic long-term plasticity? Forschungszentrum, Julich, Germany, Sept 2015
- Why does the brain need both pre- and postsynaptic long-term plasticity? Computational Neuroscience Seminars, EPFL, Lausanne, Switzerland, Sept 2015
- A multi-scale unified model of synaptic plasticity. Workshop on Analysis of Cortical Circuits, Meon Springs, UK, May 2014
- Pre and postsynaptic plasticity in local cortical circuits. NeuroTheory Forum, University of Oxford, UK, January 2014
- Modelling memory traces of chronic pain. Computational Biology Seminar, IBM T. J. Watson Research Center, NY, USA, August 2013
- Building activity-dependent neocortical routes: from short to long-term synaptic plasticity. Workshop on Activity-dependent Synaptic Plasticity, CNS’2013, Paris, July 2013
- Towards a unified functional description of layer-5 microcircuits. Institute for Theoretical Computer Science, Graz University of Technology, Graz, Austria, May 2012
- Modelling synaptic plasticity in local circuit motifs of the neocortex. Brain-i-Nets Workshop, Leysin, Switzerland, March 2012
- Neuroinformatics & Computational Neuroscience. Molecular and Cellular Neurobiology Course, University of Coimbra, Portugal, November 2008
- Multi-Agent based simulation of Axon Guidance. Cognitive Media Systems Winter Meeting, University of Coimbra, Portugal, February 2008
- Web log mining and human cognition walking together. Artificial Intelligence Lab Winter Meeting, University of Coimbra, Portugal, December 2006
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