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Yasir Çatal

6 papers in the library · 63 citations · publishing 2023-2026

Papers

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What physics offers for artificial intelligence? Lessons from the brain's inner time and its dynamics.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences May 14, 2026 Georg Northoff, Yasir Çatal, Samira Abbasi

Computing can take advantage of physics-that is, 'whatever physics offers' (Jaeger et al. 2023 Nat. Commun. 14, 4911 (doi:10.1038/s41467-023-40533-1)). One of the key features physics provides is time: it describes rules and makes predictions about how activity patterns change over time, as governed by dynamics. We argue that computing can learn from physics in how it conceives time-namely, in...

DOI: 10.1098/rsta.2025.0005 (opens in new tab) Full text (opens in new tab) Artificial intelligence ai Brain Scale-free dynamics Spontaneous activity +1

Dynamic topographies of intrinsic neural timescales: a key role for consciousness.

Computers in biology and medicine October 1, 2025 Andrea Buccellato, Di Zang, Yasir Çatal et al.

The brain displays intrinsic durations in its own spontaneous activity - Intrinsic Neural Timescales (INTs). INTs are hierarchically organized, with shorter durations within unimodal regions and longer intervals in multimodal domains. Despite significant progress, it's currently not known whether the unimodal-multimodal hierarchical organization undergoes recurrent changes itself - consistent...

Intrinsic neural timescales exhibit different lengths in distinct meditation techniques.

Neuroimage August 15, 2024 Bianca Ventura, Yasir Çatal, Angelika Wolman et al. 22 citations

Meditation encompasses a range of practices employing diverse induction techniques, each characterized by a distinct attentional focus. In Mantra meditation, for instance, practitioners direct their attention narrowly to a given sentence that is recursively repeated, while other forms of meditation such as Shoonya meditation are induced by a wider attentional focus. Here we aimed to identify...

DOI: 10.1016/j.neuroimage.2024.120745 (opens in new tab) Full text (opens in new tab) Attentional focus Autocorrelation window Intrinsic neural timescales Meditation techniques

Probing Intrinsic Neural Timescales in EEG with an Information-Theory Inspired Approach: Permutation Entropy Time Delay Estimation (PE-TD)

Entropy July 19, 2023 Andrea Buccellato, Yasir Çatal, Patrizia Silvia Bisiacchi et al. 3 citations

Time delays are a signature of many physical systems, including the brain, and considerably shape their dynamics; moreover, they play a key role in consciousness, as postulated by the temporo-spatial theory of consciousness (TTC). However, they are often not known a priori and need to be estimated from time series. In this study, we propose the use of permutation entropy (PE) to estimate time...

Scale-free dynamics in the core-periphery topography and task alignment decline from conscious to unconscious states

Communications Biology May 9, 2023 Philipp Klar, Yasir Çatal, Robert Langner et al. 35 citations

Scale-free physiological processes are ubiquitous in the human organism. Resting-state functional MRI studies observed the loss of scale-free dynamics under anesthesia. In contrast, the modulation of scale-free dynamics during task-related activity remains an open question. We investigate scale-free dynamics in the cerebral cortex's unimodal periphery and transmodal core topography in rest and...

DOI: 10.1038/s42003-023-04879-y (opens in new tab) Full text (opens in new tab) Dynamics music Consciousness Noise video Task project management +8