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
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
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
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