Projects per year
Personal profile
Research interests
I head Computational Neuroscience Laboratory. Our lab's research vision is to perform cross-disciplinary research combining engineering, physics, and machine-learning approaches to answer questions that are motivated by and grounded in neurobiology. This will enable us to go beyond the traditional boundaries in order to understand how does the brain implement cognition.
Our research program’s priority areas include:
- development of multi-modal (e.g., functional MRI, diffusion MRI, EEG) and multi-scale Bayesian methods to characterise brain network dynamics and how these dynamics reorganise with different brain pathologies;
- development of neuroscience-inspired artificial intelligence schemes to understand how brain performs reasoning, learning and planning;
- use of classical psychedelics (e.g. LSD and Psilocybin) in combination with computational modelling to understand neural mechanisms underlying altered states of consciousness.
Biography
Dr. Razi is an Associate Professor, NHMRC Investigator (Emerging Leadership) and Director of the Computational Neuroscience Laboratory at the Turner Institute for Brain and Mental Health and Monash Biomedical Imaging. He is an Honorary Senior Research Fellow at the Wellcome Centre for Human Neuroimaging of University College London where he also worked from 2012 to 2018. He was also an Associate Professor in the Department of Electronic Engineering at the N.E.D. University of Engineering & Technology, Karachi, Pakistan. He received the B.E. degree in Electrical Engineering from the N.E.D. University of Engineering & Technology, the M.Sc. degree in Communications Engineering from the University of Technology Aachen (RWTH), Germany, and the Ph.D. degree in Electrical Engineering from the University of New South Wales, Australia in 2012. His industrial stints include employment with Broadcom Corporation as Staff Scientist and internships with Infineon Technologies and Delphi Delco Electronics GmbH.
Supervision interests
Our lab is highly interdisciplinary so we welcome applications from students with quantitative background in Engineering, Computer Science or Physics and also students with background in Psychology, Neuroscience or Medicine.
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There is one PhD stipend available immediately (at 2020 rate of AUD 27,094 per annum) for the duration of 3 years. The project is funded by the ARC Discovery Project awarded to Dr Adeel Razi. Suitable for domestic students as only PhD stipend is covered.
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Expressions of interest are sought for PhD scholarships, both domestic (PhD stipend) and international students (Tuition fee + PhD stipend). There are two scholarship rounds each year, with deadlines in March and August. August is the main round with larger number of scholarships available. See this link for more details.
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For outstanding students, additional top-up scholarships are available (AUD 5,000 - 10,000 per annum).
The successful applicant(s) will work under the mentorship of A/Prof Adeel Razi (primary advisor) and will also have an opportunity to spend time in lab(s) of our international collaborators. There is generous funding available to attend/present at international and local conferences every year.
Expressions of interest should include:
- a curriculum vitae including academic transcript(s) and any published works; and
- names and contact details of 2 academic referees
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research area keywords
- Neuroscience
- functional MRI
- Signal Processing
- Machine Learning
- Dementia
- Huntington's Disease
- Alzheimer's Disease
- resting state fMRI
- Neuroimaging
Network
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Can psychedelics treat anorexia nervosa? Insights into the therapeutic effects of psilocybin in an animal model
Foldi, C., Oldfield, B., Andrews, Z., Liknaitzky, P., Hohwy, J., Razi, A. & Kaye, W. H.
1/01/22 → 31/12/25
Project: Research
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Neuropharmacology of decision-making: causal brain network modelling across species
Bellgrove, M., Thiele, A., Chong, T., Coxon, J., Deco, G., Lyra Gollo, L., Arnatkeviciute, A., O’Connell, R. G., Fornito, A., Breakspear, M. J., Davey, C. G. & Razi, A.
National Health and Medical Research Council (NHMRC) (Australia)
1/01/22 → 31/12/26
Project: Research
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Towards mechanistic understanding of artificial and biological neural computation of conscious learning
Razi, A., Seth, A., Bengio, Y. & Richards, B.
1/11/21 → 31/10/23
Project: Research
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Computational modelling to understand early-stage neurodegeneration
1/01/21 → 31/12/25
Project: Research
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CIFAR Azrieli Global Scholars Program
Canadian Institute for Advanced Research
1/04/21 → 31/03/23
Project: Research
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Dysconnection and cognition in schizophrenia: A spectral dynamic causal modeling study
Zarghami, T. S., Zeidman, P., Razi, A., Bahrami, F. & Hossein-Zadeh, G-A., May 2023, In: Human Brain Mapping. 44, 7, p. 2873-2896 24 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Effective Connectivity of Functionally Anticorrelated Networks Under Lysergic Acid Diethylamide
Stoliker, D., Novelli, L., Vollenweider, F. X., Egan, G. F., Preller, K. H. & Razi, A., 1 Feb 2023, In: Biological Psychiatry. 93, 3, p. 224–232 9 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Frontostriatothalamic effective connectivity and dopaminergic function in the psychosis continuum
Sabaroedin, K., Razi, A., Chopra, S., Tran, N., Pozaruk, A., Chen, Z., Finlay, A., Nelson, B., Allott, K. A., Alvarez-Jimenez, M., Graham, J., Yuen, H. P., Harrigan, S., Cropley, V. L., Sharma, S., Saluja, B., Williams, R., Pantelis, C., Wood, S. J., O'Donoghue, B., & 4 others , Jan 2023, In: Brain. 146, 1, p. 372-386 15 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access4 Citations (Scopus) -
Scientific communication and the semantics of sentience
Kagan, B. J., Razi, A., Bhat, A., Kitchen, A. C., Tran, N. T., Habibollahi, F., Khajehnejad, M., Parker, B. J., Rollo, B. & Friston, K. J., 1 Mar 2023, In: Neuron. 111, 5, p. 606-607 2 p.Research output: Contribution to journal › Letter › Other › peer-review
1 Citation (Scopus) -
A mathematical perspective on edge-centric brain functional connectivity
Novelli, L. & Razi, A., 16 May 2022, In: Nature Communications. 13, 1, 13 p., 2693.Research output: Contribution to journal › Article › Research › peer-review
Open Access4 Citations (Scopus)