Rethinking Innateness asks the question, "What does it really mean to say that a behavior is innate?" The authors describe a new framework in which interactions, occurring at all levels, give rise to emergent forms and behaviors. These outcomes often may be highly constrained and universal, yet are not themselves directly contained in the genes in any domain-specific way. One of the key contributions of Rethinking Innateness is a taxonomy of ways in which a behavior can be innate. These include constraints at the level of representation, architecture, and timing; typically, behaviors arise through the interaction of constraints at several of these levels.The ideas are explored through dynamic models inspired by a new kind of "developmental connectionism," a marriage of connectionist models and developmental neurobiology, forming a new theoretical framework for the study of behavioral development. While relying heavily on the conceptual and computational tools provided by connectionism, Rethinking Innateness also identifies ways in which these tools need to be enriched by closer attention to biology.

This book is the companion volume to Rethinking Innateness: A Connectionist Perspective on Development (The MIT Press, 1996), which proposed a new theoretical framework to answer the question "What does it mean to say that a behavior is innate?" The new work provides concrete illustrations—in the form of computer simulations—of properties of connectionist models that are particularly relevant to cognitive development. This enables the reader to pursue in depth some of the practical and empirical issues raised in the first book. The authors' larger goal is to demonstrate the usefulness of neural network modeling as a research methodology. The book comes with a complete software package, including demonstration projects, for running neural network simulations on both Macintosh and Windows 95. It also contains a series of exercises in the use of the neural network simulator provided with the book. The software is also available to run on a variety of UNIX platforms.

A genetics expert and professor challenges our understanding of intelligence, explaining what it truly means to be “smart,” why conventional assessments are misleading, and what everyone can do to optimize their potential. Growing up in middle-class suburban Los Angeles in the 1980s, Rina Bliss saw intelligence as her ticket out. Like height and stature, intelligence was said to run in families. The prevailing idea was that mental capacity was determined by our DNA and could be measured; a simple IQ test could predict a child’s future. Yet, once Dr. Bliss looked closer, first as a student, then as a scientist, and later as a mom of identical twins who share a genome, she began to challenge conventional wisdom about innate intelligence. In Rethinking Intelligence, she shares her findings, drawing on cutting-edge scientific research to offer a new model for how we understand, define, and assess intelligence, using a measurement that is far more flexible and expansive. Intelligence has little to do with standardized test results or other conventional measures of intellect, Dr. Bliss argues. Intelligence is a process, a journey defined by change that cannot be scored or taken away. Intelligence is influenced by our surroundings in ways that are often overlooked—more than Baby Mozart or flash cards or superfoods, factors like stress, connection, and play actually sculpt young minds. In Rethinking Intelligence, Dr. Bliss shares insights from the burgeoning science of epigenetics to help us harness our environments to empower our minds. If we truly want to nurture potential, we must eliminate toxic stress so that our genes can work optimally, in harmony with our environment. Dr. Bliss offers successful strategies we can use as individuals and a society, including embracing a growth mindset, prioritizing connection, becoming more mindful, and reforming systemic issues—poverty, racism, the lack of quality early childhood education—that have a negative and lasting neurobiological impact. Joining acclaimed works by Carol Dweck, Amy Cuddy, and James Clear, Rethinking Intelligence reframes human behavior and intellect, offering a new perspective for understanding ourselves and our children, and the practical tools necessary to thrive.

The nature of scientific explanation has been an important topic in philosophy of science for many years. This book highlights some of the conceptual problems that still need to be solved and points out a number of fresh philosophical ideas to explore.