Lab members

Dan Goodman (2014-)
Unifying principles of intelligent systems.
model neural network neuron sound task spiking time level auditory

Postdocs and Fellows

Yang Chu (current role since 2025, member since 2016 )
Robust and flexible perception under distribution shift
model mechanism neural learning goal digit sound example attention brain
Hardik Rajpal (2025-)
Self-organization and generalisation in learning.
representation dimensional neural low generalisation activity task structure level functional

PhD students

Greta Horvathova (2023-)
Information bottlenecks in intelligent systems.
Jatin Sharma (2024-)
Interpretable machine learning and neuroscience.
hop network rnns multi pathway regularisation function sparsity neural temporal
AbdelQader AlKilany (2025-)
Neuromodulation and neuromorphic computing.
neuron energy efficiency neuromorphic neuromodulation mechanism computing challenging network parameter
Nicolás Dundov Muñoz (2026-)
Neural architectures, information theory and neuromorphic computing.
Iñigo Lara (2026-)
Physical neuromorphic computing.
Anna Obure (2026-)
Developmental learning in multimodal intelligence.
Yishu Zhang (2026-)
Mathematical and computational techniques to understand the theoretical foundation of neural heterogeneity.

Affiliated members

Marcus Ghosh (current role since 2025, member since 2021 )
Discovering how brain structure shapes function.
multisensory task neural network project channel information sensory recurrent circuit

Former members

Pengfei Sun (Postdoc 2025-2026)
Brain-inspired neural networks.
delay network weight task neural spiking information temporal memory spike
Danyal Akarca (Postdoctoral Fellow 2024-2026)
Principles of biological and artificial cognition.
delay network weight task neural pathway memory temporal hop spiking
Swathi Anil (Visiting PhD student 2023-2024)
Models of temporal multisensory processing (visiting PhD student).
multisensory algorithm task information across sensory time channel combine signal
Arnaud Tournier (Postdoc 2022-2022)
Meta-learning and spatial audio
Gabriel Béna (PhD 2021-2026)
Modular neural systems, spiking neural networks and neuromorphic computing
neural network cellular automaton modularity project multisensory task functional specialization
Nicolas Perez (PhD 2018-2023)
Multiresolution processing with heterogeneous spiking neural networks
neural network snns heterogeneity training method spiking initialisation snn anns
Isaac Engel (PhD 2016-2021)
Auditory augmented reality
sound binaural order rendering spatial signal study method ambisonics user
Lotte Weerts (PhD 2016-2021)
Auditory neuroscience, information theory and machine learning
system speech human auditory recognition feature model learning machine hearing
Pamela Hathway (PhD 2016-2020)
Large scale neural data analysis.
neural topic neuronal data modelling neuron method brain spike assembly
Jonathan Zheng (PhD 2016-2020)
Interactive systems for ecosystems and neuroscience.
graph drawing confluent method algorithm known power edge bundling stress
Jean-Hugues Lestang (PhD 2015-2019)
Auditory neuroscience: sound localisation, neural adaptation.
sound mechanism auditory localization model training cue system set result