2026

• AlKilany A, Goodman DFM
  Neuromodulation enhances the capability and efficiency of spiking neural networks.
  Preprint
  
• Yu Z, Sun P, Goodman DFM (2026)
  Beyond rate coding: surrogate gradients enable spike timing learning in spiking neural networks.
  Neuromorphic Computing and Engineering
  

2025

• Chu Y, Luk W, Goodman DFM (2025)
  Learning spatial hearing via innate mechanisms.
  PLoS Computational Biology
  
• Ghosh M, et al. (2025)
  Spiking neural network models of interaural time difference extraction via a massively collaborative process.
  eNeuro
  

2022

• Weerts L, Rosen S, Clopath C, Goodman DFM
  The Psychometrics of Automatic Speech Recognition.
  Preprint
  
• Engel I, Goodman DFM, Picinali L (2022)
  Assessing HRTF preprocessing methods for Ambisonics rendering through perceptual models.
  Acta Acustica
  

2021

• Perez-Nieves N, Leung VCH, Dragotti PL, Goodman DFM (2021)
  Neural heterogeneity promotes robust learning.
  Nature Communications
  
• Su Y, Chung Y, Goodman DFM, Hancock KE, Delgutte B (2021)
  Rate and Temporal Coding of Regular and Irregular Pulse Trains in Auditory Midbrain of Normal‑Hearing and Cochlear‑Implanted Rabbits.
  Journal of the Association for Research in Otolaryngology
  
• Weerts L (2021)
  Features of hearing: applications of machine learning to uncover the building blocks of hearing.
  PhD thesis, Imperial College London
• Engel I (2021)
  Improving binaural audio techniques for augmented reality.
  PhD thesis, Imperial College London
  

2019

• Lestang J-H, Goodman DFM
  General neural mechanisms can account for rising slope preference in localization of ambiguous sounds.
  Preprint
  
• Lestang J-H (2019)
  The role of canonical neural computations in sound localization.
  PhD thesis, Imperial College London
• Steadman MA, Kim C, Lestang JH, Goodman DFM, Picinali L (2019)
  Short-term effects of sound localization training in virtual reality.
  Scientific Reports
  
• Weerts L, Clopath C, Goodman DFM (2019)
  A Unifying Framework for Neuro-Inspired, Data-Driven Detection of Low-Level Auditory Features.
  Cognitive Computational Neuroscience
  
• Engel I, Goodman DFM, Picinali L (2019)
  The Effect of Auditory Anchors on Sound Localization: A Preliminary Study.
  Immersive and Interactive Audio

2018

• Chungeun K, Steadman M, Lestang JH, Goodman DFM, Picinali L (2018)
  A VR-Based Mobile Platform for Training to Non-Individualized Binaural 3D Audio.
  Audio Engineering Society
• Goodman DFM, Winter IM, Léger AC, de Cheveigné A, Lorenzi C (2018)
  Modelling firing regularity in the ventral cochlear nucleus: mechanisms, and effects of stimulus level and synaptopathy.
  Hearing Research
  
• Dietz M, et al. (2018)
  A framework for testing and comparing binaural models.
  Hearing Research
  

2017

• Lestang JH, Goodman DF (2017)
  The roles of inhibition and adaptation for spatial hearing in difficult listening conditions.
  Acoustical Society of America
• Dietz M, et al. (2017)
  An initiative for testability and comparability of binaural models.
  Acoustical Society of America
• Goodman DF (2017)
  On the use of hypothesis-driven reduced models in auditory neuroscience.
  Acoustical Society of America

2016

• Dietz M, et al. (2016)
  A framework for auditory model comparability and applicability.
  Acoustical Society of America

2015

• Goodman DFM, de Cheveigné A, Winter IM, Lorenzi C (2015)
  Downstream changes in firing regularity following damage to the early auditory system.
  Computational Neuroscience

2013

• Goodman DFM, Benichoux V, Brette R (2013)
  Decoding neural responses to temporal cues for sound localization.
  eLife
  

2011

• Fontaine B, Goodman DFM, Benichoux V, Brette R (2011)
  Brian Hears: online auditory processing using vectorisation over channels.
  Frontiers in Neuroinformatics
  

2010

• Goodman DFM, Brette R (2010)
  Spike-timing-based computation in sound localization.
  PLoS Computational Biology
  
• Goodman DFM, Brette R (2010)
  Learning to localise sounds with spiking neural networks.
  Advances in Neural Information Processing Systems