default search action
Claudia Clopath
Person information
- affiliation: Imperial College London, UK
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j19]Albert Albesa-González
, Claudia Clopath
Learning with filopodia and spines: Complementary strong and weak competition lead to specialized, graded, and protected receptive fields. PLoS Comput. Biol. 20(5): 1012110 (2024) - [i16]Sebastian Lee, Samuel Liebana Garcia, Claudia Clopath, Will Dabney:
Lifelong Reinforcement Learning via Neuromodulation. CoRR abs/2408.08446 (2024) - [i15]Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, Jacopo Margutti:
AI for Social Good (Dagstuhl Seminar 24082). Dagstuhl Reports 14(2): 182-190 (2024) - 2023
- [j18]Júlia V. Gallinaro
Synaptic weights that correlate with presynaptic selectivity increase decoding performance. PLoS Comput. Biol. 19(8) (2023) - [c9]Tom M. George, Kimberly L. Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai:
A generative model of the hippocampal formation trained with theta driven local learning rules. NeurIPS 2023 - 2022
- [c8]Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu:
When Does Re-initialization Work? ICBINB 2022: 12-26 - [c7]Sebastian Lee, Stefano Sarao Mannelli
Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation. ICML 2022: 12455-12477 - [i14]Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe:
Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation. CoRR abs/2205.09029 (2022) - [i13]Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath
When Does Re-initialization Work? CoRR abs/2206.10011 (2022) - [i12]Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR abs/2210.08340 (2022) - [i11]Claudia Clopath, Ruben De Winne, Tom Schaul:
AI for the Social Good (Dagstuhl Seminar 22091). Dagstuhl Reports 12(2): 134-142 (2022) - 2021
- [j17]Barbara Feulner
Neural manifold under plasticity in a goal driven learning behaviour. PLoS Comput. Biol. 17(2) (2021) - [j16]Amadeus Maes
Learning compositional sequences with multiple time scales through a hierarchical network of spiking neurons. PLoS Comput. Biol. 17(3) (2021) - [j15]Grace Wan Yu Ang, Clara S. Tang, Y. Audrey Hay
The functional role of sequentially neuromodulated synaptic plasticity in behavioural learning. PLoS Comput. Biol. 17(6) (2021) - [j14]Luke Y. Prince
Separable actions of acetylcholine and noradrenaline on neuronal ensemble formation in hippocampal CA3 circuits. PLoS Comput. Biol. 17(10) (2021) - [j13]Júlia V. Gallinaro
Memories in a network with excitatory and inhibitory plasticity are encoded in the spiking irregularity. PLoS Comput. Biol. 17(11) (2021) - [c6]Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu:
Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective. ICML 2021: 3734-3744 - [i10]Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu:
Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective. CoRR abs/2105.05246 (2021) - [i9]Luke Y. Prince, Ellen Boven, Roy Henha Eyono, Arna Ghosh, Joe Pemberton, Franz Scherr, Claudia Clopath, Rui Ponte Costa, Wolfgang Maass, Blake A. Richards, Cristina Savin, Katharina Anna Wilmes:
CCN GAC Workshop: Issues with learning in biological recurrent neural networks. CoRR abs/2105.05382 (2021) - [i8]Tudor Berariu, Wojciech Czarnecki, Soham De, Jörg Bornschein, Samuel L. Smith, Razvan Pascanu, Claudia Clopath:
A study on the plasticity of neural networks. CoRR abs/2106.00042 (2021) - 2020
- [j12]Amadeus Maes
Learning spatiotemporal signals using a recurrent spiking network that discretizes time. PLoS Comput. Biol. 16(1) (2020) - [j11]Victor Pedrosa
The interplay between somatic and dendritic inhibition promotes the emergence and stabilization of place fields. PLoS Comput. Biol. 16(7) (2020) - [i7]Christos Kaplanis, Claudia Clopath, Murray Shanahan:
Continual Reinforcement Learning with Multi-Timescale Replay. CoRR abs/2004.07530 (2020)
2010 – 2019
- 2019
- [j10]Jacopo Bono
Synaptic plasticity onto inhibitory neurons as a mechanism for ocular dominance plasticity. PLoS Comput. Biol. 15(3) (2019) - [c5]Christos Kaplanis, Murray Shanahan, Claudia Clopath:
Policy Consolidation for Continual Reinforcement Learning. ICML 2019: 3242-3251 - [c4]Cher Bass, Tianhong Dai, Benjamin Billot, Kai Arulkumaran, Antonia Creswell, Claudia Clopath, Vincenzo De Paola, Anil Anthony Bharath:
Image Synthesis with a Convolutional Capsule Generative Adversarial Network. MIDL 2019: 39-62 - [c3]Tianhong Dai, Magda Dubois, Kai Arulkumaran, Jonathan Campbell, Cher Bass, Benjamin Billot, Fatmatülzehra Uslu, Vincenzo De Paola, Claudia Clopath, Anil Anthony Bharath:
Deep Reinforcement Learning for Subpixel Neural Tracking. MIDL 2019: 130-150 - [i6]Christos Kaplanis, Murray Shanahan, Claudia Clopath:
Policy Consolidation for Continual Reinforcement Learning. CoRR abs/1902.00255 (2019) - [i5]Amadeus Maes, Mauricio Barahona, Claudia Clopath:
Learning spatiotemporal signals using a recurrent spiking network that discretizes time. CoRR abs/1907.08801 (2019) - [i4]Claudia Clopath, Ruben De Winne, Mohammad Emtiyaz Khan, Tom Schaul:
AI for the Social Good (Dagstuhl Seminar 19082). Dagstuhl Reports 9(2): 111-122 (2019) - 2018
- [j9]Guillaume Pernelle
Gap junction plasticity as a mechanism to regulate network-wide oscillations. PLoS Comput. Biol. 14(3) (2018) - [c2]Christos Kaplanis, Murray Shanahan, Claudia Clopath:
Continual Reinforcement Learning with Complex Synapses. ICML 2018: 2502-2511 - [i3]Christos Kaplanis, Murray Shanahan, Claudia Clopath:
Continual Reinforcement Learning with Complex Synapses. CoRR abs/1802.07239 (2018) - [i2]Hamid Soleimani, Wilten Nicola, Claudia Clopath, Emmanuel M. Drakakis:
A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications. CoRR abs/1802.10458 (2018) - 2017
- [j8]Peter J. Hellyer
From homeostasis to behavior: Balanced activity in an exploration of embodied dynamic environmental-neural interaction. PLoS Comput. Biol. 13(8) (2017) - 2016
- [j7]Peter J. Hellyer
Local inhibitory plasticity tunes macroscopic brain dynamics and allows the emergence of functional brain networks. NeuroImage 124: 85-95 (2016) - [i1]James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell:
Overcoming catastrophic forgetting in neural networks. CoRR abs/1612.00796 (2016) - 2015
- [j6]Sadra Sadeh
Emergence of Functional Specificity in Balanced Networks with Synaptic Plasticity. PLoS Comput. Biol. 11(6) (2015) - 2014
- [r1]Claudia Clopath:
Long-Term Plasticity, Biophysical Models. Encyclopedia of Computational Neuroscience 2014 - 2013
- [j5]Claudia Clopath
Optimal Properties of Analog Perceptrons with Excitatory Weights. PLoS Comput. Biol. 9(2) (2013) - 2012
- [j4]Claudia Clopath
Storage of Correlated Patterns in Standard and Bistable Purkinje Cell Models. PLoS Comput. Biol. 8(4) (2012)
2000 – 2009
- 2008
- [j3]Richard Naud
Firing patterns in the adaptive exponential integrate-and-fire model. Biol. Cybern. 99(4-5): 335-347 (2008) - [j2]Claudia Clopath
Tag-Trigger-Consolidation: A Model of Early and Late Long-Term-Potentiation and Depression. PLoS Comput. Biol. 4(12) (2008) - 2007
- [j1]Claudia Clopath
Predicting neuronal activity with simple models of the threshold type: Adaptive Exponential Integrate-and-Fire model with two compartments. Neurocomputing 70(10-12): 1668-1673 (2007) - [c1]Claudia Clopath, André Longtin, Wulfram Gerstner:
An online Hebbian learning rule that performs Independent Component Analysis. NIPS 2007: 321-328
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-02 22:30 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: