A taxonomy of surprise definitions

A taxonomy of surprise definitions - ScienceDirect.com

We propose a taxonomy of surprise definitions and classify them into four conceptual categories based on the quantity they measure.

[2209.01034] A taxonomy of surprise definitions - arXiv

We propose a taxonomy of surprise definitions and classify them into four conceptual categories based on the quantity they measure.

A taxonomy of surprise definitions - arXiv

Corollary 2 indicates that, under a flat prior, the Bayes Factor surprise and the two definitions of the. Shannon surprise are indistinguishable ...

(PDF) A taxonomy of surprise definitions - ResearchGate

[Show full abstract] an agent's belief, show how they relate to each other, and prove under what conditions they are indistinguishable. ... The ...

Journal of Mathematical Psychology A taxonomy of surprise definitions

Another way to think about surprise is to define surprising events as those that change an agent's belief about the world. Bayesian surprise (Baldi, 2002; Baldi ...

[PDF] A taxonomy of surprise definitions - Semantic Scholar

A taxonomy of surprise definitions · Alireza Modirshanechi, Johanni Brea, W. Gerstner · Published in Journal of Mathematical… 1 September 2022 · Philosophy.

Fig. 5. Taxonomy of surprise definitions. Measures of puzzlement...

Taxonomy of surprise ...

"A taxonomy of surprise definitions", Alireza Modirshanechi - YouTube

"A taxonomy of surprise definitions" https://www.sciencedirect.com/science/article/pii/S0022249622000517 Alireza Modirshanechi, Johanni Brea ...

A taxonomy of surprise definitions - OUCI

A taxonomy of surprise definitions ; Journal: Journal of Mathematical Psychology, 2022, p. 102712 ; Publisher: Elsevier BV ; Authors: Alireza Modirshanechi, ...

ActInf GuestStream #033.1 ~ "A taxonomy of surprise definitions ...

A taxonomy of surprise definitions https://www.sciencedirect.com/science... Alireza Modirshanechi, Johanni Brea, Wulfram Gerstner Active...

Surprise and novelty in the brain - ScienceDirect.com

Confidence-corrected surprise adds an explicit measure of confidence into a definition of surprise, e.g., Shannon surprise plus a measure of confidence; note ...

Alireza Modirshanechi on X: "Now out in the Journal of Mathematical ...

Now out in the Journal of Mathematical Psychology: 🥳 *A taxonomy of surprise definitions* 🥳 We systematically study 18 definitions of ...

Surprise: a unified theory and experimental predictions - bioRxiv

Therefore, a sensible way to define the surprise of an observation is that 'surprise' measures the probability of an abrupt change in the eye of ...

Curiosity-driven exploration: foundations in neuroscience and ...

physiological and neuronal state of heightened activity or alertness. Arousal is evoked by surprise and novelty, but it is not restricted to ...

Surprise, Surprise! (Re-)Grabbing the Attention of Students in the ...

179], a purposeful subscription to the following reduced definition is made: 'an emotion typically resulting from. […] the detection of novelty ...

Long-term, multi-event surprise correlates with enhanced ... - Nature

A wealth of research has demonstrated that momentary prediction errors, or surprises, are particularly well-remembered1,2,7,8,9,10,11,12 and ...

Wulfram Gerstner - Laboratory of Computational Neuroscience - EPFL

... surprise for learning. He currently has ... Psychol. Article in J. Mathematical Psychology: A taxonomy of surprise definitions (Modirshanechi et al., 2022).

Surprise as an Emotion: A Response to Ortony

We consider the data with respect to surprise as a basic emotion, and we dispute the definitions of basic emotions as “widely divergent.” Future work is needed ...

The psychology and neuroscience of curiosity - PMC

DEFINITION AND TAXONOMY OF CURIOSITY. One factor that has hindered the ... Given its important role, it is not surprising that our visual search is highly ...

What Are Taxonomies and How Should You Use Them? - Expert.ai

What Are Taxonomies and How Should You Use Them? Expert.ai Team - 30 October 2023. taxonomy definition ... It's no surprise that taxonomy has stood the test ...