[2022-01-12]
Tracking and regret bounds for online zeroth-order Euclidean and Riemannian optimisation (Journal)

[2021-10-06]
Low-Complexity Multi-Task Learning Aided Neural Networks for Equalization in Short-Reach Optical Interconnects (Journal)

[2021-09-16]
Sparsely-Connected Cascade Recurrent Neural Network-Based Nonlinear Equalizer for a 100-Gb/s PAM4 Optical Interconnect (Conference)

[2021-09-03]
A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms (arXiv)

[2021-05-04]
Modelling of synaptic interactions between two brainstem half-centre oscillators that coordinate breathing and swallowing (bioRxiv)

[2021-05-04]
Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge (arXiv)

[2021-05-02]
2021 Digital Systems - Ask Me Anything 02 - Who were the key innovators in digital systems and what were their contributions? (YouTube)

[2021-05-01]
Online Transfer Learning: Negative Transfer and Effect of Prior Knowledge (Conference)

[2021-04-27]
From Bayesian Inference to MCMC and Convex Optimisation in Hadamard Manifolds (Conference)

[2021-04-12]
2021 Digital Systems - Ask Me Anything 01 - What has stayed the same and what has changed in digital systems over the past decades? (YouTube)

[2021-03-17]
Joint Equalization of Linear and Nonlinear Impairments for PAM4 Short-Reach Direct Detection Systems (Journal)

[2021-03-10]
Towards Low Computational Complexity for Neural Network-Based Equalization in PAM4 Short-Reach Direct Detection Systems by Multi-Symbol Prediction (Conference)

[2021-01-11]
Hidden Markov Chains and Fields With Observations in Riemannian Manifolds (arXiv)

[2020-11-17]
What is the Physical Meaning of the Levi-Civita Connection? (WordPress)

[2020-10-12]
Feedforward and Recurrent Neural Network-Based Transfer Learning for Nonlinear Equalization in Short-Reach Optical Links (Journal)

[2020-10-12]
Stochastic Optimisation (Study Group)

[2020-10-04]
New Insights on Learning Rules for Hopfield Networks: Memory and Objective Function Minimisation (arXiv)

[2020-10-01]
Online Zeroth-order Optimisation on Hadamard Manifolds (arXiv)

[2020-08-22]
VAR estimators using binary measurements (arXiv)

[2020-08-03]
Performance and Computational Complexity Evaluation for Neural Network-Based Short-Reach Optical Links (Conference)

[2020-07-28]
Optimal Transport and the Wasserstein Distance (Short Lab Presentation)

[2020-07-24]
Display of Native Antigen on cDC1 That Have Spatial Access to Both T and B Cells Underlies Efficient Humoral Vaccination (Journal)

[2020-06-17]
Cascade Recurrent Neural Network-Assisted Nonlinear Equalization for a 100 Gb/s PAM4 Short-Reach Direct Detection System (Journal)

[2020-06-16]
Riemannian Barycenters of Gibbs Distributions: New Results on Concentration and Convexity (Journal)

[2020-06-15]
Geometry, Manifolds and Nonconvex Optimization: How Geometry Can Help Optimization (Journal)

[2020-06-04]
Contamination and Propagation Delays in Combinational Logic Circuits (YouTube)

[2020-06-04]
ManifoldNet: A Deep Neural Network for Manifold-valued Data with Applications (Journal)

[2020-05-30]
An Optimisation Geometry Framework for the Rayleigh Quotient (Conference)

[2020-05-25]
The Twin Capacitor Paradox (YouTube)

[2020-05-21]
Fundamentals of Digital Signal Processing (Part 3) (YouTube)

[2020-05-18]
Fundamentals of Digital Signal Processing (Part 2) (YouTube)

[2020-05-18]
Information-theoretic analysis for transfer learning (arXiv)

[2020-05-17]
Fundamentals of Digital Signal Processing (Part 1) (YouTube)

[2020-05-17]
Hidden Markov Chains and Fields With Observations in Riemannian Manifolds (Conference)

[2020-05-17]
On Riemannian and non-Riemannian Optimisation, and Optimisation Geometry (Conference)

[2020-05-11]
An Introduction to Compressed Sensing (Short Lab Presentation)

[2020-05-08]
Introduction to FETs in Digital Systems (Part 2) (YouTube)

[2020-05-08]
Some Basic LT-Spice Simulations of FETs in Digital Systems (Course Material)

[2020-05-07]
Introduction to FETs in Digital Systems (Part 1) (YouTube)

[2020-04-30]
Representing Numbers in Digital Systems (YouTube)

[2020-04-30]
Timing and Synchronisation (YouTube)

[2020-04-28]
Quartus 18.1 Install (Windows 10) and Gate-level Simulation (YouTube)

[2020-04-26]
Block-based Digital Signal Processing (Part 3) (YouTube)

[2020-04-25]
Block-based Digital Signal Processing (Part 2) (YouTube)

[2020-04-25]
Timing in Digital Systems (Part 2) (YouTube)

[2020-04-24]
Block-based Digital Signal Processing (Part 1) (YouTube)

[2020-04-24]
Timing in Digital Systems (Part 1) (YouTube)

[2020-04-07]
Introducing the James-Stein Estimator (Short Lab Presentation)

[2020-04-03]
Ripple Counter (YouTube)

[2020-03-31]
Information-theoretic Analysis for Transfer Learning (Conference)

[2020-03-21]
New Insights on Learning Rules for Hopfield Networks: Memory and Objective Function Minimisation (Conference)

[2020-03-10]
Non-parametric Decompounding of Pulse Pile-up Under Gaussian Noise With Finite Data Sets (Journal)

[2020-02-12]
A Numerical Filtering Method for Linear State-space Models with Markov Switching (Journal)

[2019-04-29]
Asymptotic Regime for Impropriety Tests of Complex Random Vectors (arXiv)

[2019-02-11]
The Riemannian Barycentre as a Proxy for Global Optimisation (arXiv)

[2019]
A Deep Neural Network for Manifold-Valued Data with Applications to Neuroimaging (Conference)

[2019]
Computational Complexity Analysis of Neural Network-based Nonlinear Equalization for Short Reach Direct Detection Systems (Conference)

[2019]
Computational Complexity Comparison of Feedforward/Radial Basis Function/Recurrent Neural Network-based Equalizer for a 50-Gb/s PAM4 Direct-detection Optical Link (Journal)

[2019]
Online Optimization Using Zeroth Order Oracles (Journal)

[2019]
The Riemannian Barycentre as a Proxy for Global Optimisation (Conference)

[2018-12-22]
A Note on Duality in Convex Optimisation (WordPress)

[2018-12-10]
Simple Explanation for Interpretation of Lagrange Multiplier as Shadow Cost (WordPress)

[2018-11-28]
Modeling the Respiratory Central Pattern Generator with Resonate-and-fire Izhikevich-Neurons (arXiv)

[2018-10-13]
Tennis: Attacking versus Defending (WordPress)

[2018-09-20]
ManifoldNet: A Deep Network Framework for Manifold-valued Data (arXiv)

[2018-09-11]
Source Localisation Using Binary Measurements (arXiv)

[2018-08-03]
Does the Voltage Across an Inductor Immediately Reverse if the Inductor is Suddenly Disconnected? (WordPress)

[2018-03-20]
Method and Apparatus for Identifying Pulses in Detector Output Data (Patent)

[2018]
A Distributed Transmission Scheduling Algorithm For Wireless Networks Based On The Ising Model (Conference)

[2018]
Fast Kernel Smoothing by a Low-Rank Approximation of the Kernel Toeplitz Matrix (Journal)

[2018]
Global Optimisation for Time of Arrival-Based Localisation (Conference)

[2018]
Limitations of Decision Based Pile-up Correction Algorithms (Conference)

[2018]
Modeling the Respiratory Central Pattern Generator with Resonate-and-Fire Izhikevich Neurons (Conference)

[2018]
Numerical Optimisation of Time-Varying Strongly Convex Functions Subject to Time-Varying Constraints (Conference)

[2018]
The Existence Question for Maximum-Likelihood Estimators in Time-of-Arrival-Based Localization (Journal)

[2017-08-24]
Intuition behind Caratheodory's Criterion: Think "Sharp Knife" and "Shrink Wrap"! (WordPress)

[2017-08-22]
An Alternative (and Very Simple) Derivation of the Boltzmann Distribution (WordPress)

[2017-08-21]
Some Comments on the Situation of a Random Variable being Measurable with respect to the Sigma-Algebra Generated by Another Random Variable (WordPress)

[2017-03-29]
Riemannian Gaussian Distributions on the Space of Positive-definite Quaternion Matrices (arXiv)

[2017]
Co-operative Estimation for Source Localisation using Binary Sensors (Conference)

[2017]
Density Estimation for Compound Cox Processes on Hyperspheres (Conference)

[2017]
Mathematical Model of TGF-β signalling: Feedback Coupling Is Consistent with Signal Switching (Journal)

[2017]
Numerical Filtering of Linear State-Space Models with Markov Switching (Conference)

[2017]
On some Global Topological Aspects of Manifold Learning (Conference)

[2017]
Optimisation Geometry and its Implications for Optimisation Algorithms (Conference)

[2017]
Performance Metrics for Energy Spectrum Estimation (Conference)

[2017]
Riemannian Gaussian Distributions on the Space of Positive-Definite Quaternion Matrices (Conference)

[2017]
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices (Journal)

[2017]
TGF-β and IL-6 Family Signalling Crosstalk: an Integrated Model (Journal)

[2017]
Tracking Electroencephalographic Changes using Distributions of Linear Models: Application to Propofol-based Depth of Anesthesia Monitoring (Journal)

[2016-08-13]
Poles, ROCs and Z-Transforms (WordPress)

[2016-08-11]
A Snippet of Galois Theory (WordPress)

[2016-02-03]
Expansion-maximization-compression Algorithm with Spherical Harmonics for Single Particle Imaging with X-ray Lasers (arXiv)

[2016]
Density Estimation on the Rotation Group using Diffusive Wavelets (Journal)

[2016]
Expansion-maximization-compression Algorithm with Spherical Harmonics for Single Particle Imaging with X-ray Lasers (Journal)

[2016]
Filtering from Observations on Stiefel Manifolds (Journal)

[2016]
Isotropic Multiple Scattering Processes on Hyperspheres (Journal)

[2016]
Liver-Resident Memory CD8⁺ T Cells Form a Front-Line Defense against Malaria Liver-Stage Infection (Journal)

[2016]
Low-Resolution Reconstruction of Intensity Functions on the Sphere for Single-Particle Diffraction Imaging (Conference)

[2016]
Neural Mass Model-based Tracking of Anesthetic Brain States (Journal)