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Eikasia | Goran Ivančić

I'm a neuroscientist and computer engineer researching the intersection of brain function and computational systems.

Research interests: Local neural dynamics • Computer architecture • Spatial cognition • Cryptography
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Current Research & Projects

Active technical & neuroscience initiatives.

Biological basis of neuroevolutionary algorithms

Neuroevolutionary algorithms pose a path towards understanding of human like learning. Using the vector logic developed earlier it is possible to model complex computational tasks purely biologically.

cognitive-modelingneuroscience
[ONGOING] 30 June 2025
Collaborators: Independent Project

Moore machine architecture or advanced logic vector logic on neural networks

Analysis shows that perfect transitions in a finate state automata may be achieved in single layer pyramidal cell networks, or corresponding multilayer perceptron networks.

vector-logicmemoryneuroscience
[DONE] 30 May 2025
Collaborators: Independent Project
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Latest Notes

Recent writing & research reflections.

Nightmares about Fortran70, abusing UNIX and other connected delusions

How hard could it be to write tab completion for a custom shell? Surely simple in C++

shellrant
24 April 2026

Homelabbing fun

Every computer science student eventually starts two things: a personal website (where you are reading this) and a homelab. Obviously this means it is time to spend an unreasonable amount of money on the homelab.

homelabproxmox
29 January 2026
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Education

Formal degree programs and academic progression.

Bachelor of Computer Engineering

Faculty of Electrical Engineering and Computing, University of Zagreb

Zagreb, Croatia

2024 – 2028 (expected)
academic
35% 64 / 184 ECTS GPA 4.62/5.00

Focus: Computational mechanisms in neural networks and cybersecurity

Mathematical AnalysisComputer ArchitectureInformation TheoryCompetitive Cybersecurity Skills

Bachelor of Applied Psychology

DOBA Faculty of Business and Applied Social Studies in Maribor

Maribor, Slovenia

2024 – 2028 (expected)
academic
33% 60 / 180 ECTS GPA 9.00/10.00

Focus: Spatial cognition and local neural dynamics

Clinical PsychologyCognitive and NeuroscienceDecision-Making Cognition

High School Diploma

XV Gymnasium, Zagreb

Zagreb, Croatia

2020 – 2024
academic
100% GPA 4.70/5.00

Focus: Mathematics and Computer Science

Advanced MathematicsComputer SciencePhysics
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Publications

Moore Machine Architecture on Multi-layer Hopfield Networks

A different perspective of sequential memory in humans

neural-networksbiophysicsneural-computing
Conference: Sixth International Conference of Mathematics of Neuroscience and AI, 2025
Author: Goran Ivančić

Biological Neural Machines

Creating a Computer on Biologically Restrained Neural Networks

neural-computingcognitive-modelingcomputational-neuroscience
Course: IRCN and Chen Institute Joint Course on Neuro-inspired Computation, 2025
Author: Goran Ivančić