Faces provide information about a person's identity, as well as their sex, age, and ethnicity. People also infer social and personality traits from the face — judgments that can have important societal and personal consequences. In recent years, deep convolutional neural networks (DCNNs) have proven adept at representing the identity of a face from images that vary widely in viewpoint, illumination, expression, and appearance. These algorithms are modeled on the primate visual cortex and consist of multiple processing layers of simulated (...) neurons. Here, we examined whether a DCNN trained for face identification also retains a representation of the information in faces that supports social‐trait inferences. Participants rated male and female faces on a diverse set of 18 personality traits. Linear classifiers were trained with cross validation to predict human‐assigned trait ratings from the 512 dimensional representations of faces that emerged at the top‐layer of a DCNN trained for face identification. The network was trained with 494,414 images of 10,575 identities and consisted of seven layers and 19.8 million parameters. The top‐level DCNN features produced by the network predicted the human‐assigned social trait profiles with good accuracy. Human‐assigned ratings for the individual traits were also predicted accurately. We conclude that the face representations that emerge from DCNNs retain facial information that goes beyond the strict limits of their training. (shrink)

"Swami Vivekananda, the nineteenth-century Hindu monk who introduced Vedåanta to the West, is undoubtedly one of modern India's most influential philosophers. Unfortunately, his philosophy has too often been interpreted through reductive hermeneutic lenses. Typically, scholars have viewed him either as a modern-day exponent of âSaçnkara's Advaita Vedåanta or as a "Neo-Vedåantin" influenced more by Western ideas than indigenous Indian traditions. In Swami Vivekananda's Vedåantic Cosmopolitanism, Swami Medhananda rejects both of these prevailing approaches to offer a new interpretation (...) of Vivekananda's philosophy, highlighting its originality, contemporary relevance, and cross-cultural significance. Vivekananda, the book argues, is best understood as a cosmopolitan Vedåantin who developed novel philosophical positions through creative dialectical engagement with both Indian and Western thinkers. Inspired by his guru Sri Ramakrishna, Vivekananda reconceived Advaita Vedåanta as a nonsectarian, life-affirming philosophy that provides an ontological basis for religious cosmopolitanism and a spiritual ethics of social service. He defended the scientific credentials of religion while criticizing the climate of scientism beginning to develop in the late nineteenth century. He was also one of the first philosophers to defend the evidential value of supersensuous perception on the basis of general epistemic principles. Finally, he adopted innovative cosmopolitan approaches to long-standing philosophical problems. Bringing him into dialogue with a galaxy of contemporary philosophers, Medhananda demonstrates the sophistication and enduring value of Vivekananda's views on the limits of reason, the dynamics of religious faith, and the hard problem of consciousness"--. (shrink)

This article argues that the Indian philosopher-mystic Sri Aurobindo espoused a sophisticated form of cosmopsychism that has great contemporary relevance. After first discussing Aurobindo’s prescient reflections on the “central problem of consciousness” and his arguments against materialist reductionism, I explain how he developed a panentheistic philosophy of “realistic Adwaita” on the basis of his own spiritual experiences and his intensive study of the Vedāntic scriptures. He derived from this realistic Advaita philosophy a highly original doctrine of evolutionary cosmopsychism, according to (...) which the Divine Saccidānanda is “involved” in everything in the universe and gradually manifests itself at each stage of the evolutionary process from matter to life to mind, and ultimately, to Supermind—the final stage that is yet to come, upon the attainment of which we will attain knowledge of our true divine nature as Saccidānanda. I then reconstruct Aurobindo’s novel solution to the individuation problem, according to which the Divine Saccidānanda individuates into various distinct consciousnesses by playfully limiting itself through a process of “exclusive concentration.” Finally, I highlight the continued relevance of Aurobindo’s evolutionary cosmopsychism by bringing him into conversation with Itay Shani, a contemporary proponent of cosmopsychism. (shrink)

Includes text in Sanskrit with English translation and commentary.

Section 1. Roots -- section 2. World prophets -- section 3. Epics and other narratives -- section 4. As many faiths so many paths -- section 5. Dynamic India -- section 6. Women power -- section 7. Education, culture, and art -- section 8. Interviews -- section 9. Poems -- section 10 Conversations -- section 11. Letters.

This article reexamines Sri Aurobindo’s multifaceted response to the problem of evil in The Life Divine. According to my reconstruction, his response has three key dimensions: first, a skeptical theist refutation of arguments from evil against God’s existence; second, a theodicy of “spiritual evolution,” according to which the experience of suffering is necessary for the soul’s spiritual growth; and third, a panentheistic conception of the Divine Saccidānanda as the sole reality which playfully manifests as everything and everyone in the universe. (...) While a number of scholars have already discussed Aurobindo’s theodicy, I highlight the significance of three aspects of his theodicy that have been largely neglected. First, I emphasize the crucial theodical role of the “psychic entity,” Aurobindo’s term for the evolving, reincarnating soul within each of us. Second, I elucidate the skeptical theist dimension of his theodicy, which previous scholars have overlooked. Third, I argue that Aurobindo’s approach to the problem of evil may have been shaped, in part, by the teachings of Śrī Rāmakṛṣṇa. Along the way, I also reconstruct the subtle chain of reasoning underlying Aurobindo’s various theodical arguments. In the concluding section, I suggest that there are conceptual resources within Aurobindo’s thought for responding to some of the most serious objections scholars have leveled against his theodicy. (shrink)

The Book Begins By Re-Examining The Imagery Of The Vedas And The Upanisads, Highlighting Some Aspects Of Early Speculative Thought Which Influenced The Enunciation Of Aesthetic Theories, Particularly Of Bharata In The Natyasastra.

In the past several decades, numerous scholars have contended that Swami Vivekananda was a Hindu supremacist in the guise of a liberal preacher of the harmony of all religions. Jyotirmaya Sharma follows their lead in his provocative book, A Restatement of Religion: Swami Vivekananda and the Making of Hindu Nationalism (2013). According to Sharma, Vivekananda was “the father and preceptor of Hindutva,” a Hindu chauvinist who favored the existing caste system, denigrated non-Hindu religions, and deviated from his guru (...) Sri Ramakrishna’s more liberal and egalitarian teachings. This article has two main aims. First, I critically examine the central arguments of Sharma’s book and identify serious weaknesses in his methodology and his specific interpretations of Vivekananda’s work. Second, I try to shed new light on Vivekananda’s views on Hinduism, religious diversity, the caste system, and Ramakrishna by building on the existing scholarship, taking into account various facets of his complex thought, and examining the ways that his views evolved in certain respects. I argue that Vivekananda was not a Hindu supremacist but a cosmopolitan patriot who strove to prepare the spiritual foundations for the Indian freedom movement, scathingly criticized the hereditary caste system, and followed Ramakrishna in championing the pluralist doctrine that various religions are equally capable of leading to salvation. (shrink)

Study on the four basic sutras of Vaiśeṣikasūtra of Kaṇāda, aphoristic work on the fundamentals of Vaiśeṣika philosophy.

Since its inception over 200 years ago, Swaminarayan Hinduism has flourished into a transnational movement described as one of the fastest growing Hindu groups in the world. Despite being one of the largest and most visible Hindu traditions both in India and the West, surprisingly little is known about what the Swaminarayan fellowship believes.

Lectures delivered by the author during Sadhana Week held at Divine Life Society in 1973.