8 citations · 11 across the 20 of their papers we have counts for
22 papers
Quantum Reservoir Computing for Attention-like Selective Reproduction
Hadi Zadeh-Haghighi, Christoph Simon
Choosing which information to use as the context changes is a basic cognitive operation. We introduce a new task of this kind for quantum reservoir computing (QRC): a binary cue in…
Magnetosensitivity of amphibian morphological pigmentation is light- and eye-dependent and consistent with the radical pair mechanism
Hadi Zadeh-Haghighi, Gabriel E. Bertolesi, Sarah McFarlane +1
Weak magnetic fields influence a wide range of biological processes, yet the underlying mechanisms are poorly understood. The radical pair mechanism (RPM), which involves quantum s…
Single-Spin Nitrogen-Vacancy Hybrid Magnetometer with Enhanced Static Field Sensitivity
Vinaya K. Kavatamane, Dewen Duan, Hadi Zadeh-Haghighi +2
Precision sensing and imaging of weak static magnetic fields are crucial for a variety of emerging nanoscale applications. While nitrogen-vacancy (NV) centers in diamond provide ex…
The Role of Entanglement in Quantum Reservoir Computing with Coupled Kerr Nonlinear Oscillators
Ali Karimi, Hadi Zadeh-Haghighi, Youssef Kora +1
Quantum Reservoir Computing (QRC) uses quantum dynamics to efficiently process temporal data. In this work, we investigate a QRC framework based on two coupled Kerr nonlinear oscil…
Magnetic Field-dependent Isotope Effect Supports Radical Pair Mechanism in Tubulin Polymerization
Hadi Zadeh-Haghighi, Caleb R. Siguenza, Robert P. Smith +2
Weak magnetic fields and isotopes have been shown to influence biological processes; however, the underlying mechanisms remain poorly understood, particularly because the correspon…
Quantum Active Learning for Structural Determination of Doped Nanoparticles -- a Case Study of 4Al@Si
Maicon Pierre Lourenço, Mosayeb Naseri, Lizandra Barrios Herrera +4
Active learning (AL) has been widely applied in chemistry and materials science. In this work we propose a quantum active learning (QAL) method for automatic structural determinati…
Exploring Quantum Active Learning for Materials Design and Discovery
Maicon Pierre Lourenço, Hadi Zadeh-Haghighi, Jiří Hostaš +4
The meeting of artificial intelligence (AI) and quantum computing is already a reality; quantum machine learning (QML) promises the design of better regression models. In this work…
Master equation-based model for infrared-based magnetometry with nitrogen-vacancy centers in diamond cavities: a path to sub-picotesla sensitivity at sub-millimeter scales
Hadi Zadeh-Haghighi, Omid Golami, Vinaya Kumar Kavatamane +2
Our study aims to increase the spatial resolution of high-sensitivity magnetometry based on singlet-transition infrared (IR) absorption using nitrogen-vacancy (NV) centers in diamo…
The Radical Pair Mechanism Cannot Explain Telecommunication Frequency Effects on Reactive Oxygen Species
Owaiss Talbi, Hadi Zadeh-Haghighi, Christoph Simon
In order to investigate whether the radical pair mechanism (RPM) can explain the effects of telecommunication frequency radiation on reactive oxygen species production, we modelled…
Quantum theory of a potential biological magnetic field sensor: radical pair mechanism in flavin adenine dinucleotide biradicals
Amirhosein Sotoodehfar, Rishabh, Hadi Zadeh-Haghighi +1
Recent studies in vitro and in vivo suggest that flavin adenine dinucleotide (FAD) on its own might be able to act as a biological magnetic field sensor. Motivated by these observa…
Frequency- and dissipation-dependent entanglement advantage in spin-network Quantum Reservoir Computing
Youssef Kora, Hadi Zadeh-Haghighi, Terrence C Stewart +2
We study the performance of an Ising spin network for quantum reservoir computing (QRC) in linear and non-linear memory tasks. We investigate the extent to which quantumness enhanc…
Radical pairs and superoxide amplification can explain magnetic field effects on planarian regeneration
Rishabh, Hadi Zadeh-Haghighi, Christoph Simon
Weak magnetic field exposure can affect many biological processes across a wide range of living organisms. Recently, it has been observed that weak magnetic fields can modulate rea…
Radical Pair Model for Magnetic Field Effects on NMDA Receptor Activity
Parvathy S Nair, Hadi Zadeh-Haghighi, Christoph Simon
The N-methyl-D-aspartate receptor is a prominent player in brain development and functioning. Perturbations to its functioning through external stimuli like magnetic fields can pot…
Quantumness and Learning Performance in Reservoir Computing with a Single Oscillator
Arsalan Motamedi, Hadi Zadeh-Haghighi, Christoph Simon
We explore the power of reservoir computing with a single oscillator in learning time series using quantum and classical models. We demonstrate that this scheme learns the Mackey--…
Optical polarization evolution and transmission in multi-Ranvier-node axonal myelin-sheath waveguides
Emily Frede, Hadi Zadeh-Haghighi, Christoph Simon
In neuroscience, it is of interest to consider all possible modes of information transfer between neurons in order to fully understand processing in the brain. It has been suggeste…
Magnetic isotope effects: a potential testing ground for quantum biology
Hadi Zadeh-Haghighi, Christoph Simon
One possible explanation for magnetosensing in biology, such as avian magnetoreception, is based on the spin dynamics of certain chemical reactions that involve radical pairs. Radi…
Hypomagnetic field effects as a potential avenue for testing the radical pair mechanism in biology
Hadi Zadeh-Haghighi, Rishabh Rishabh, Christoph Simon
Near-zero magnetic fields, called hypomagnetic fields, are known to impact biological phenomena, including developmental processes, the circadian system, neuronal and brain activit…
Magnetic field effects in biology from the perspective of the radical pair mechanism
Hadi Zadeh-Haghighi, Christoph Simon
A large and growing body of research shows that weak magnetic fields can significantly influence various biological systems, including plants, animals, and humans. However, the und…
Radical pairs may explain reactive oxygen species-mediated effects of hypomagnetic field on neurogenesis
Rishabh, Hadi Zadeh-Haghighi, Dennis Salahub +1
Exposures to a hypomagnetic field can affect biological processes. Recently, it has been observed that hypomagnetic field exposure can adversely affect adult hippocampal neurogenes…
Radical pairs may play a role in microtubule reorganization
Hadi Zadeh-Haghighi, Christoph Simon
The exact mechanism behind general anesthesia remains an open question in neuroscience. It has been proposed that anesthetics selectively prevent consciousness and memory via actin…
Radical pairs can explain magnetic field and lithium effects on the circadian clock
Hadi Zadeh-Haghighi, Christoph Simon
Drosophila's circadian clock can be perturbed by magnetic fields, as well as by lithium administration. Cryptochromes are critical for the circadian clock. Further, the radical pai…
Entangled radicals may explain lithium effects on hyperactivity
Hadi Zadeh-Haghighi, Christoph Simon
It is known that bipolar disorder and its lithium treatment involve the modulation of oxidative stress. Moreover, it has been observed that lithium's effects are isotope-dependent.…