Publications

2017 (5)

  • A Aldo Faisal, Ali Neishabouri, Fundamental Constraints on the Evolution of Neurons, The Wiley Handbook of Evolutionary Neuroscience, pp.153–172, 2017
  • Tamar R Makin, Frederique de Vignemont, A Aldo Faisal, Neurocognitive barriers to the embodiment of technology, Nature Biomedical Engineering, volume 1, pp.0014, 2017
  • Margarita Kotti, Lynsey D Duffell, Aldo A Faisal, Alison H McGregor, Detecting knee osteoarthritis and its discriminating parameters using random forests, Medical Engineering & Physics, volume 43, pp.19–29, 2017
  • R Lorenz, RP Monti, A Hampshire, Y Koush, C Anagnostopoulos, A Faisal, D Sharp, G Montana, R Leech, I Violante, P114 The automatic neuroscientist: Tailoring tACS using real-time fMRI and Bayesian optimization, Clinical Neurophysiology, volume 128, pp.e69–e70, 2017
  • Rajeshwari Iyer, Mark A Ungless, Aldo A Faisal, Calcium-activated SK channels control firing regularity by modulating sodium channel availability in midbrain dopamine neurons, Scientific Reports, volume 7, 2017

2016 (10)

  • P Rente Lourencco, WW Abbott, A Aldo Faisal, Supervised EEG Ocular Artefact Correction Through Eye-Tracking, Advances in Neurotechnology, Electronics and Informatics, pp.99–113, 2016
  • M Rodr'iguez, A Sylaidi, AA Faisal, An fMRI-Compatible System for 3DOF Motion Tracking of Objects in Haptic Motor Control Studies, Advances in Neurotechnology, Electronics and Informatics, pp.115–123, 2016
  • Aldo A Faisal, Action Grammars-Extraction, recognition and prediction of movement primitives in tool-making, AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY, volume 159, pp.141–141, 2016
  • Romy Lorenz, Ricardo P Monti, Adam Hampshire, Yury Koush, Christoforos Anagnostopoulos, Aldo A Faisal, David Sharp, Giovanni Montana, Robert Leech, Ines R Violante, Towards tailoring non-invasive brain stimulation using real-time fMRI and bayesian optimization, Pattern Recognition in Neuroimaging (PRNI), 2016 International Workshop on, pp.1–4, 2016
  • Pablo M Tostado, William W Abbott, A Aldo Faisal, 3D gaze cursor: Continuous calibration and end-point grasp control of robotic actuators, Robotics and Automation (ICRA), 2016 IEEE International Conference on, pp.3295–3300, 2016
  • Feryal MP Behbahani, Guillem Singla–Buxarrais, A Aldo Faisal, Haptic SLAM: An Ideal Observer Model for Bayesian Inference of Object Shape and Hand Pose from Contact Dynamics, International Conference on Human Haptic Sensing and Touch Enabled Computer Applications, pp.146–157, 2016
  • Sabine Dziemian, William W Abbott, A Aldo Faisal, Gaze-based teleprosthetic enables intuitive continuous control of complex robot arm use: Writing & drawing, Biomedical Robotics and Biomechatronics (BioRob), 2016 6th IEEE International Conference on, pp.1277–1282, 2016
  • Charalambos Konnaris, Andreas AC Thomik, A Aldo Faisal, Sparse eigenmotions derived from daily life kinematics implemented on a dextrous robotic hand, Biomedical Robotics and Biomechatronics (BioRob), 2016 6th IEEE International Conference on, pp.1358–1363, 2016
  • Charalambos Konnaris, Constantinos Gavriel, Andreas AC Thomik, A Aldo Faisal, Ethohand: A dexterous robotic hand with ball-joint thumb enables complex in-hand object manipulation, Biomedical Robotics and Biomechatronics (BioRob), 2016 6th IEEE International Conference on, pp.1154–1159, 2016
  • Ver'onica Mar'ia Corrales-Carvajal, Aldo A Faisal, Carlos Ribeiro, Internal states drive nutrient homeostasis by modulating exploration-exploitation trade-off, eLife, volume 5, pp.e19920, 2016

2015 (20)

  • C Gavriel, A Thomik, PR Lourenco, S Nageshwaran, S Athanasopoulos, A Sylaidi, R Festenstein, A Faisal, Kinematic body sensor networks and behaviourmetrics for objective efficacy measurements in neurodegenerative disease drug trials, IEEE Body Sensor Networks Conference 2015, 2015
  • L Dickens, B Caldas, B Schoenhense, G-B Stan, AA Faisal, The Moveable Feast of Predictive Reward Discounting in Humans, 2nd Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM), 2015
  • C Gavriel, K Parker, A Faisal, Smartphone as an ultra-low cost medical tricorder for real-time cardiological measurements via ballistocardiography, IEEE Body Sensor Network Conference 2015, 2015
  • A Ferrante, C Gavriel, AA Faisal, Towards a brain-derived neurofeedback framework for unsupervised personalisation of Brain-Computer Interfaces, IEEE Neural Engineering (NER), pp.162–165, 2015
  • AAC Thomik, S Fenske, AA Faisal, Towards sparse coding of natural movements for neuroprosthetics and brain-machine interfaces, 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), IEEE/EMBS Neural Engineering (NER), pp.938–941, 2015
  • C Gavriel, A Thomik, P Lourenco, S Nageshwaran, S Athanasopoulos, A Sylaidi, R Festenstein, AA Faisal, Towards neurobehavioral biomarkers for longitudinal monitoring ofneurodegeneration with wearable body sensor networks, IEEE Neural Engineering (NER), pp.348–351, 2015
  • Y Wu, AA Faisal, Towards an Integrative Spiking Neuron Model of Motor Control – From Cortex and Basal Ganglia to Muscles and Sensory Feedback, IEEE EMBS Neural Engineering (NER), pp.378–381, 2015
  • M Xiloyannis, C Gavriel, A Thomik, AA Faisal, Gaussian Process Regression for accurate prediction of prosthetic limb movements from the natural kinematics of intact limbs, IEEE Neural Engineering (NER), pp.659–662, 2015
  • M Xiloyannis, C Gavriel, A Thomik, AA Faisal, Dynamic forward prediction for prosthetic hand control by integrationof EMG, MMG and kinematic signals, IEEE Neural Engineering (NER), pp.611–614, 2015
  • A Ferrante, C Gavriel, AA Faisal, Data-efficient hand motor imagery decoding in EEG-BCI by using Morlet Wavelets & Common Spatial Pattern Algorithms, IEEE Neural Engineering (NER), pp.948–951, 2015
  • AAC Thomik, AA Faisal, Sparse Encoding of Complex Action Sequences, Cosyne, 2015
  • Whitby, AA Faisal, S Parrinello, Entropy measures of collective cell migration, Bulletin of the American Physical Society 60, 2015
  • AAC Thomik, AA Faisal, Sparse Coding of Natural Human Motion Yields Eigenmotions Consistent Across People, Bulletin of the American Physical Society 60, APS March Meeting 2015, 2015
  • JJ Belic, AA Faisal, Decoding of human hand actions to handle missing limbs in neuroprosthetics, Frontiers in Computational Neuroscience, volume 9, 2015
  • Ian Walker, Marc Deisenroth, Aldo Faisal, Deep convolutional neural networks for brain computer interface using motor imagery, IMPERIAL COLLEGE OF SCIENCE, TECHNOLOGY AND MEDICINE DEPARTMENT OF COMPUTING, 2015
  • A Aldo Faisal, Mind meets machine, Science, volume 350, pp.746–746, 2015
  • William Abbott, Andreas Thomik, Aldo Faisal, Embodied salience for gaze analysis in ecologically valid environments., Journal of vision, volume 15, pp.366–366, 2015
  • Romy Lorenz, Ricardo P Monti, Ines R Violante, Aldo A Faisal, Christoforos Anagnostopoulos, Robert Leech, Giovanni Montana, Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization, arXiv preprint arXiv:1511.07827, 2015
  • SI Ktena, WW Abbott, AA Faisal, A virtual reality platform for safe evaluation and training of natural gaze-based wheelchair driving, IEEE Neural Engineering (NER), pp.236–239, 2015, Selected for talk.
  • ANASTASIA Sylaidi, P Rente Lourenço, S Nageshwaran, C-H Lin, M Rodriguez, R Festenstein, AA Faisal, F2move: fMRI-compatible haptic object manipulation system for closed-loop motor control studies, 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015

2014 (11)

  • M Kotti, LD Duffell, AA Faisal, AH McGregor, Analysis of knee osteoarthritis ground reaction vertical force during stair ascent: A neural network approach, 7th World Congress on Biomechanics, 2014
  • EE Hecht, EE Hecht, DA Gutman, DA Gutman, DA Gutman, N Khreisheh, SV Taylor, J Kilner, AA Faisal, AA Faisal, AA Faisal, BA Bradley, T Chaminade, D Stout, Acquisition of Paleolithic toolmaking abilities involves structural remodeling to inferior frontoparietal regions, Brain Structure and Function, volume 220, issue 4, pp.2315–2331, 2014
  • A Neishabouri, AA Faisal, Axonal Noise as a Source of Synaptic Variability, PLOS COMPUTATIONAL BIOLOGY, volume 10, issue 5, 2014
  • C Gavriel, AA Faisal, A comparison of day-long recording stability and muscle force prediction between BSN-based mechanomyography and electromyography, 2014 11TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 11th International Conference on Wearable and Implantable Body Sensor Networks, pp.69–74, 2014
  • M Rodríguez, A Sylaidi, AA Faisal, Developing a novel fMRI-Compatible motion tracking system for haptic motor control experiments, NEUROTECHNIX 2014 - Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics, pp.25–30, 2014
  • PR Lourenço, WW Abbott, AA Faisal, EEG and eye-tracking integration for ocular artefact correction, NEUROTECHNIX 2014 - Proceedings of the 2nd International Congress on Neurotechnology, Electronics and Informatics, pp.79–86, 2014
  • F Mehraban Pour Behbahani, AA Faisal, Human Visual categorization is only consistent with Bayesian generative representations, Society for Neuroscience (SfN), 2014
  • R Lorenz, AA Faisal, M Dinov, I Ribeiro Violante, R Leech, Neurofeedback training of large-scale brain networks, Annual Meeting of Society of Neuroscience, 2014
  • S Fara, C Gavriel, C Sen Vikram, AA Faisal, Prediction of arm end-point force using multi-channel MMG, 2014 11TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 11th International Conference on Wearable and Implantable Body Sensor Networks, pp.27–32, 2014
  • D Haber, AAC Thomik, AA Faisal, Unsupervised Time Series Segmentation for High-Dimensional Body Sensor Network Data Streams, 2014 11TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 11th International Conference on Wearable and Implantable Body Sensor Networks, pp.121–126, 2014
  • F Mehraban Pour Behbahani, AA Faisal, Visual categorization reflects second order generative statistics, Cosyne, 2014

2013 (21)

  • M Kotti, LD Duffell, AA Faisal, AH McGregor, Analysis of knee osteoarthritis data via bioinformatics tools, Int. Environmental ‘Omics Synthesis Conference, iEOS2013, 2013
  • B Sengupta, AA Faisal, SB Laughlin, JE Niven, The effect of cell size and channel density on neuronal information encoding and energy efficiency, JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, volume 33, issue 9, pp.1465–1473, 2013
  • MK Bothe, L Dickens, K Reichel, A Tellmann, B Ellger, M Westphal, AA Faisal, The use of reinforcement learning algorithms to meet the challenges of an artificial pancreas, EXPERT REVIEW OF MEDICAL DEVICES, volume 10, issue 5, pp.661–673, 2013
  • M Kotti, LD Duffell, AA Faisal, AH McGregor, Detecting knee osteoarthritis with statistical and machine learning approaches, Medical Engineering Centres (MEC) annual meeting, MEC Annual Meeting 2013, 2013
  • M Kotti, LD Duffell, AA Faisal, AH McGregor, A PPCA-Bayesian approach for knee osteoarthritis classification using ground reaction reaction forces, 19th Congress of the European Society of Biomechanics, ESB 2013, 2013
  • M Kotti, LD Duffell, AA Faisal, AH McGregor, Towards automatically assessing osteoarthritis severity by regression trees & SVMs, XXIV Congress of the International Society of Biomechanics, ISB 2013, 2013
  • G Tavares, AA Faisal, Scaling-Laws of Human Broadcast Communication Enable Distinction between Human, Corporate and Robot Twitter Users, PLoS ONE, volume 8, issue 7, 2013
  • F Mehraban Pour Behbahani, AA Faisal, Visual categorisation is Bayesian and not Discriminative in humans, Society for Neuroscience (SfN), 2013
  • WW Abbott, AA Faisal, Using ultra-low cost 3D gaze tracking as an intuitive, non-invasive, high information throughput alternative to BMIs., Front. Comput. Neurosci., Bernstein Compututational Neuroscience Conference, 2013
  • WW Abbott, AA Faisal, Ultra-low cost 3D gaze tracking: the non-invasive approach to neuroprosthetics, Journal of Eye Movement Research, European Conference on Eye Movements (ECEM), 2013
  • WW Abbott, AA Faisal, Ultra low-cost 3D gaze estimation, SAGA 2013, Proc 1st Intl. Workshop on Solutions for Automatic Gaze-Data Analysis 2013, 2013,
  • C Lowery, AA Faisal, Towards Efficient, Personalized Anesthesia using Continuous Reinforcement Learning for Propofol Infusion Control, 2013 6TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 6th International IEEE EMBS Conference on Neural Engineering (NER), pp.1414–1417, 2013
  • AAC Thomik, D Haber, AA Faisal, Real-Time Movement Prediction for Improved Control of Neuroprosthetic Devices, 2013 6TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 6th International IEEE EMBS Conference on Neural Engineering (NER), pp.625–628, 2013
  • S Fara, C Sen Vikram, C Gavriel, AA Faisal, Robust, ultra low-cost MMG system with Brain-Machine-Interface applications, 2013 6TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 6th International IEEE EMBS Conference on Neural Engineering (NER), pp.723–726, 2013
  • D Haber, AA Faisal, Large-Scale Extraction, Recognition and Prediction of Movement Primitives, 2013,
  • WW Abbott, A Zucconi, AA Faisal, Large-Field Study of Ultra Low-Cost, Non-Invasive Task Level BMI, 2013 6TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 6th International IEEE EMBS Conference on Neural Engineering (NER), pp.97–100, 2013
  • WW Abbott, AA Faisal, Large field study of ultra-low cost BMI using intention decoding from eye movements for closed loop control., Society for Neuroscience (SfN), 2013
  • WW Abbott, AA Faisal, Embodied attention for gaze analysis in daily life activities., Proceedings of the First International Workshop on Solutions for Automatic Gaze Data Analysis (SAGA 2013), First International Workshop on Solutions for Automatic Gaze Data Analysis 2013 (SAGA 2013), 2013

2012 (7)

  • WW Abbott, AA Faisal, Ultra-low-cost 3D gaze estimation: an intuitive high information throughput compliment to direct brain-machine interfaces, JOURNAL OF NEURAL ENGINEERING, volume 9, issue 4, 2012
  • F Aldo, Human category learning is consistent with Bayesian generative but not discriminative classification strategies, Frontiers in Computational Neuroscience, volume 6, 2012
  • AA Faisal, Noise in neurons and other constraints, Computational Systems Neurobiology, pp.227–257, 2012,
  • A Thomik, AA Faisal, Deriving motion primitives from naturalistic hand movements for neuroprosthetic control, Frontiers in Computational Neuroscience, volume 256, 2012,
  • F Mehraban Pour Behbahani, AA Faisal, Human category learning is consistent with Bayesian generative but not discriminative classification strategies, Frontiers in Computational Neuroscience, issue 3389, pp.95, 2012,
  • A Neishabouri, A Finn, A Pristera, K Okuse, AA Faisal, Stochastic simulations reveal how clustering sodium ion channels in thin axons more than doubles the metabolic efficiency of action potentials, Frontiers in Computational Neuroscience, issue 389, pp.133, 2012,
  • F Mehraban Pour Behbahani, AA Faisal, Visual Object Classification is Consistent with Bayesian Generative Representations, Cosyne, 2012

2011 (9)

  • E Abramova, D Kuhn, AA Faisal, Combining markov decision processes with linear optimal controllers, Imperial College Computing Student Workshop - Proceedings of ICCSW'11, pp.3–9, 2011
  • R Satti, G Deakin, RJ Tanaka, A Faisal, Genesforadaptationandlearningspanningevolution:computationalcomparisonbetweensynaptictransmissionandchemotacticsignalingproteinnetworks, 20th Annual Computational Neuroscience Meeting, 2011
  • S Taylor, A Faisal, Does the cost function of human motor control depend on the internal metabolic state?, BMC Neuroscience, volume 12, pp.P99–P99, 2011
  • P Gyring, AA Faisal, Sensory limits in the rodent whisker system predict an internal forward model for sensorimotor estimation of object touch, BMC Neuroscience, volume 12, pp.P101–P101, 2011
  • A Faisal, V Luria, Serial decision-making and noise in the assembly of neural circuits, BMC Neuroscience, volume 12, pp.O11–O11, 2011
  • H Phillips, N Howai, GB Stan, A Faisal, The implied exploration-exploitation trade-off in human motor learning, BMC Neuroscience, volume 12, pp.P98–P98, 2011
  • A Neishabouri, A Faisal, The metabolic efficiency of myelinated vs unmyelinated axons, BMC Neuroscience, volume 12, pp.P100–P100, 2011
  • J Belić, AA Faisal, The structured variability of finger coordination in daily tasks, BMC Neuroscience, volume 12, pp.P102–P102, 2011
  • WW Abbott, A Aldo Faisal, Ultra-low cost eyetracking as an high-information throughput alternative to BMIs, BMC Neuroscience, volume 12, issue Suppl 1, pp.P103–P103, 2011

2010 (2)

2009 (1)

2008 (4)

2007 (3)

2006 (2)

2005 (2)

2004 (1)

  • AA Faisal, SB Laughlin, The effect of ion channel noise on the propagating action potential wave form and its potential impact on synaptic transmission, J PHYSIOL-LONDON, Conference of the Physiological-Society, volume 555P, pp.C49–C49, 2004

2002 (3)

2001 (2)

  • AA Faisal, T Matheson, Coordinated righting behaviour in locusts, JOURNAL OF EXPERIMENTAL BIOLOGY, volume 204, issue 4, pp.637–648, 2001
  • AA Faisal, Neuronal processing under metabolic constraints, FUTURA, volume 16, issue 2, pp.21–22, 2001

1999 (1)

  • AA Faisal, T Matheson, Locust show characteristic righting behaviour, Göttingen Neurobiology Report, Göttingen Neurobiology Conference, volume 2, 1999

1998 (1)

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